Changeset 8585 for branches/HeuristicLab.Mono/HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/GaussianProcessFunctionsTest.cs
- Timestamp:
- 09/06/12 09:52:52 (12 years ago)
- Location:
- branches/HeuristicLab.Mono
- Files:
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- 3 edited
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. (modified) (1 prop)
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HeuristicLab.Tests (modified) (1 prop)
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HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/GaussianProcessFunctionsTest.cs (modified) (15 diffs)
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- Unmodified
- Added
- Removed
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branches/HeuristicLab.Mono
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branches/HeuristicLab.Mono/HeuristicLab.Tests
- Property svn:mergeinfo changed
/trunk/sources/HeuristicLab.Tests merged: 8455,8463,8473,8482,8484,8491,8547,8554,8560,8562,8565,8571,8577,8583
- Property svn:mergeinfo changed
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branches/HeuristicLab.Mono/HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/GaussianProcessFunctionsTest.cs
r8439 r8585 123 123 ); 124 124 125 //prod.Factors.Clear();126 //prod.Factors.Add(new MeanConst());127 //prod.Factors.Add(new MeanLinear());128 //TestMeanFunction(prod, 1,129 // new double[] { 2.9087, 1.8646, 3.1971, 1.9889, 1.7639, 1.2801, 2.8059, 3.7243, 3.1901, 1.4979},130 //new double[][]131 //{132 // new double[] { 1.8436, 2.1279, 3.1166, 1.6886, 3.2505, 2.9613, 2.3260, 1.7293, 1.7697, 2.3982},133 // new double[] { 0.6443, 0.3786, 0.8116, 0.5328, 0.3507, 0.9390, 0.8759, 0.5502, 0.6225, 0.5870},134 // new double[] { 0.2077, 0.3012, 0.4709, 0.2305, 0.8443, 0.1948, 0.2259, 0.1707, 0.2277, 0.4357},135 // new double[] { 0.3111, 0.9234, 0.4302, 0.1848, 0.9049, 0.9797, 0.4389, 0.1111, 0.2581, 0.4087},136 // new double[] { 0.5949, 0.2622, 0.6028, 0.7112, 0.2217, 0.1174, 0.2967, 0.3188, 0.4242, 0.5079},137 // new double[] { 0.0855, 0.2625, 0.8010, 0.0292, 0.9289, 0.7303, 0.4886, 0.5785, 0.2373, 0.4588 }138 //}139 //);125 prod.Factors.Clear(); 126 prod.Factors.Add(new MeanConst()); 127 prod.Factors.Add(new MeanLinear()); 128 TestMeanFunction(prod, 1, 129 new double[] { 1.843574580675791, 2.127929337522181, 3.116568910281474, 1.688566127130978, 3.250517738447450, 2.961262743634280, 2.326019412613392, 1.729286976436201, 1.769654419215176, 2.398170347588917 }, 130 new double[][] 131 { 132 new double[] { 2.9088, 1.8646, 3.1971, 1.9890, 1.7640, 1.2801, 2.8059, 3.7243, 3.1899 ,1.4978 }, 133 new double[] { 0.4173, 0.0497, 0.9027, 0.9448, 0.4909, 0.4893, 0.3377, 0.9001, 0.3692 ,0.1112 }, 134 new double[] { 0.7803, 0.3897, 0.2417, 0.4039, 0.0965, 0.1320, 0.9421, 0.9561, 0.5752 ,0.0598 }, 135 new double[] { 0.2348, 0.3532, 0.8212, 0.0154, 0.0430, 0.1690, 0.6491, 0.7317, 0.6477 ,0.4509 }, 136 new double[] { 0.5470, 0.2963, 0.7447, 0.1890, 0.6868, 0.1835, 0.3685, 0.6256, 0.7802 ,0.0811 }, 137 new double[] { 0.9294, 0.7757, 0.4868, 0.4359, 0.4468, 0.3063, 0.5085, 0.5108, 0.8176 ,0.7948 } 138 } 139 ); 140 140 } 141 141 … … 185 185 { 186 186 new double[,] { 187 { 0.6345, 0.6652, 0.2647, 0.6484, 0.4251, 0.6943, 0.5427, 0.4338, 0.5527, 0.3280},188 { 0. 5921, 0.4959, 0.4876, 0.6115, 0.4601, 0.6702, 0.5360, 0.3252, 0.4791, 0.3526},189 { 0. 3961, 0.4296, 0.2816, 0.5165, 0.6456, 0.3784, 0.2923, 0.5455, 0.4237, 0.3036},190 { 0. 3916, 0.6566, 0.3888, 0.4777, 0.7173, 0.6255, 0.2051, 0.2256, 0.2498, 0.3182},191 { 0. 2181, 0.6194, 0.4041, 0.1929, 0.7305, 0.7077, 0.3750, 0.1532, 0.1758, 0.2510},192 { 0. 2344, 0.4538, 0.4967, 0.3056, 0.7032, 0.6205, 0.2413, 0.0960, 0.0929, 0.2492},193 { 0. 5996, 0.4229, 0.4622, 0.6365, 0.2384, 0.6451, 0.5566, 0.5865, 0.5446, 0.3263},194 { 0. 6017, 0.5846, 0.3398, 0.6585, 0.4850, 0.5905, 0.5060, 0.6636, 0.5900, 0.3834},195 { 0. 5719, 0.5057, 0.2476, 0.6023, 0.3674, 0.6144, 0.5216, 0.5174, 0.5364, 0.2776},196 { 0. 6327, 0.4789, 0.5849, 0.6712, 0.5796, 0.6030, 0.5167, 0.3428, 0.5177, 0.4767},187 { 0, 0.3197, 0.6358, 0.5518, 0.5207, 0.5909, 0.3361, 0.4897, 0.2447, 0.5720}, 188 { 0.3197, 0, 0.6697, 0.6190, 0.4635, 0.4047, 0.4190, 0.6899, 0.3650, 0.1552}, 189 { 0.6358, 0.6697, 0, 0.6031, 0.5367, 0.5927, 0.6008, 0.4084, 0.4103, 0.6843}, 190 { 0.5518, 0.6190, 0.6031, 0, 0.4173, 0.2740, 0.6339, 0.6114, 0.6702, 0.6455}, 191 { 0.5207, 0.4635, 0.5367, 0.4173, 0, 0.2510, 0.6610, 0.6935, 0.5180, 0.5362}, 192 { 0.5909, 0.4047, 0.5927, 0.2740, 0.2510, 0, 0.6019, 0.6955, 0.6232, 0.3756}, 193 { 0.3361, 0.4190, 0.6008, 0.6339, 0.6610, 0.6019, 0, 0.3205, 0.3279, 0.6165}, 194 { 0.4897, 0.6899, 0.4084, 0.6114, 0.6935, 0.6955, 0.3205, 0, 0.4189, 0.7344}, 195 { 0.2447, 0.3650, 0.4103, 0.6702, 0.5180, 0.6232, 0.3279, 0.4189, 0, 0.5595}, 196 { 0.5720, 0.1552, 0.6843, 0.6455, 0.5362, 0.3756, 0.6165, 0.7344, 0.5595, 0}, 197 197 }, 198 198 new double[,] { 199 { 1.1542, 1.0808, 1.7137, 1.1224, 1.5090, 0.9961, 1.3298, 1.4968, 1.3127, 1.6369},200 { 1. 2413, 1.4053, 1.4181, 1.2031, 1.4591, 1.0675, 1.3411, 1.6404, 1.4309, 1.6057},201 { 1. 5486, 1.5027, 1.6936, 1.3729, 1.1289, 1.5721, 1.6807, 1.3251, 1.5109, 1.6670},202 { 1. 5547, 1.1026, 1.5584, 1.4331, 0.9067, 1.1739, 1.7826, 1.7593, 1.7313, 1.6490},203 { 1. 7679, 1.1868, 1.5379, 1.7963, 0.8253, 0.9483, 1.5767, 1.8403, 1.8154, 1.7298},204 { 1. 7492, 1.4683, 1.4041, 1.6646, 0.9652, 1.1845, 1.7411, 1.9016, 1.9048, 1.7320},205 { 1. 2267, 1.5121, 1.4560, 1.1498, 1.7445, 1.1302, 1.3060, 1.2519, 1.3266, 1.6389},206 { 1. 2227, 1.2555, 1.6220, 1.0978, 1.4220, 1.2443, 1.3896, 1.0850, 1.2454, 1.5656},207 { 1. 2789, 1.3900, 1.7339, 1.2214, 1.5866, 1.1971, 1.3647, 1.3715, 1.3404, 1.6984},208 { 1. 1581, 1.4312, 1.2549, 1.0647, 1.2647, 1.2200, 1.3726, 1.6182, 1.3709, 1.4346},199 { 2.0000, 1.6472, 1.1513, 1.3142, 1.3662, 1.2437, 1.6267, 1.4148, 1.7372, 1.2786}, 200 { 1.6472, 2.0000, 1.0689, 1.1876, 1.4541, 1.5370, 1.5174, 1.0103, 1.5898, 1.8381}, 201 { 1.1513, 1.0689, 2.0000, 1.2199, 1.3398, 1.2402, 1.2244, 1.5320, 1.5293, 1.0276}, 202 { 1.3142, 1.1876, 1.2199, 2.0000, 1.5197, 1.7027, 1.1555, 1.2033, 1.0675, 1.1291}, 203 { 1.3662, 1.4541, 1.3398, 1.5197, 2.0000, 1.7299, 1.0916, 0.9989, 1.3706, 1.3407}, 204 { 1.2437, 1.5370, 1.2402, 1.7027, 1.7299, 2.0000, 1.2223, 0.9923, 1.1787, 1.5758}, 205 { 1.6267, 1.5174, 1.2244, 1.1555, 1.0916, 1.2223, 2.0000, 1.6461, 1.6369, 1.1928}, 206 { 1.4148, 1.0103, 1.5320, 1.2033, 0.9989, 0.9923, 1.6461, 2.0000, 1.5176, 0.7806}, 207 { 1.7372, 1.5898, 1.5293, 1.0675, 1.3706, 1.1787, 1.6369, 1.5176, 2.0000, 1.3009}, 208 { 1.2786, 1.8381, 1.0276, 1.1291, 1.3407, 1.5758, 1.1928, 0.7806, 1.3009, 2.0000}, 209 209 } 210 210 } … … 227 227 { 228 228 new double[,] { 229 { 1.0207, 1.1326, 0.3026, 1.0685, 0.5423, 1.2686, 0.7724, 0.5574, 0.7955, 0.3900},230 { 0. 8944, 0.6729, 0.6564, 0.9490, 0.6043, 1.1534, 0.7573, 0.3860, 0.6400, 0.4263},231 { 0.4942, 0.5501, 0.3252, 0.7151, 1.0586, 0.4660, 0.3398, 0.7787, 0.5400, 0.3554},232 { 0. 4868, 1.0987, 0.4824, 0.6372, 1.4215, 0.9914, 0.2266, 0.2521, 0.2830, 0.3760},233 { 0. 2427, 0.9726, 0.5072, 0.2117, 1.5705, 1.3491, 0.4606, 0.1646, 0.1911, 0.2846},234 { 0. 2632, 0.5928, 0.6745, 0.3581, 1.3203, 0.9760, 0.2721, 0.1002, 0.0969, 0.2822},235 { 0. 9151, 0.5386, 0.6082, 1.0272, 0.2684, 1.0567, 0.8045, 0.8794, 0.7766, 0.3876},236 { 0. 9208, 0.8744, 0.4072, 1.1062, 0.6514, 0.8901, 0.6932, 1.1260, 0.8886, 0.4738},237 { 0. 8418, 0.6927, 0.2801, 0.9226, 0.4489, 0.9576, 0.7259, 0.7169, 0.7582, 0.3198},238 { 1.0149, 0.6396, 0.8752, 1.1578, 0.8615, 0.9246, 0.7154, 0.4117, 0.7177, 0.6353},229 { 0, 0.3781, 1.0250, 0.7934, 0.7239, 0.8910, 0.4018, 0.6606, 0.2764, 0.8421}, 230 { 0.3781, 0, 1.1512, 0.9715, 0.6106, 0.5082, 0.5320, 1.2453, 0.4451, 0.1669}, 231 { 1.0250, 1.1512, 0, 0.9248, 0.7589, 0.8960, 0.9183, 0.5143, 0.5175, 1.2171}, 232 { 0.7934, 0.9715, 0.9248, 0, 0.5292, 0.3149, 1.0188, 0.9487, 1.1534, 1.0583}, 233 { 0.7239, 0.6106, 0.7589, 0.5292, 0, 0.2845, 1.1157, 1.2640, 0.7182, 0.7577}, 234 { 0.8910, 0.5082, 0.8960, 0.3149, 0.2845, 0, 0.9214, 1.2749, 0.9845, 0.4616}, 235 { 0.4018, 0.5320, 0.9183, 1.0188, 1.1157, 0.9214, 0, 0.3793, 0.3899, 0.9638}, 236 { 0.6606, 1.2453, 0.5143, 0.9487, 1.2640, 1.2749, 0.3793, 0, 0.5318, 1.6567}, 237 { 0.2764, 0.4451, 0.5175, 1.1534, 0.7182, 0.9845, 0.3899, 0.5318, 0, 0.8116}, 238 { 0.8421, 0.1669, 1.2171, 1.0583, 0.7577, 0.4616, 0.9638, 1.6567, 0.8116, 0}, 239 239 }, 240 240 new double[,] { 241 { 1 3.7185, 13.5970, 14.4724, 13.6668, 14.2254, 13.4477, 13.9840, 14.2096, 13.9596, 14.3828},242 { 1 3.8542, 14.0889, 14.1062, 13.7957, 14.1607, 13.5743, 14.0000, 14.3869, 14.1234, 14.3454},243 { 1 4.2753, 14.2173, 14.4492, 14.0445, 13.6775, 14.3044, 14.4343, 13.9773, 14.2278, 14.4183},244 { 1 4.2829, 13.6339, 14.2875, 14.1263, 13.2777, 13.7501, 14.5498, 14.5238, 14.4923, 14.3972},245 { 14. 5334, 13.7703, 14.2618, 14.5649, 13.1097, 13.3585, 14.3100, 14.6126, 14.5857, 14.4907},246 { 1 4.5125, 14.1727, 14.0872, 14.4155, 13.3905, 13.7667, 14.5035, 14.6775, 14.6809, 14.4932},247 { 1 3.8321, 14.2292, 14.1566, 13.7114, 14.5073, 13.6796, 13.9499, 13.8703, 13.9795, 14.3852},248 { 1 3.8260, 13.8756, 14.3651, 13.6258, 14.1115, 13.8588, 14.0675, 13.6042, 13.8604, 14.2964},249 { 1 3.9103, 14.0681, 14.4953, 13.8241, 14.3221, 13.7864, 14.0331, 14.0426, 13.9991, 14.4548},250 { 13. 7248, 14.1238, 13.8747, 13.5695, 13.8893, 13.8218, 14.0442, 14.3604, 14.0418, 14.1283},241 { 14.7781, 14.3950, 13.7138, 13.9618, 14.0352, 13.8578, 14.3707, 14.1018, 14.4990, 13.9100}, 242 { 14.3950, 14.7781, 13.5767, 13.7715, 14.1542, 14.2607, 14.2360, 13.4735, 14.3260, 14.6102}, 243 { 13.7138, 13.5767, 14.7781, 13.8217, 13.9982, 13.8525, 13.8286, 14.2545, 14.2511, 13.5045}, 244 { 13.9618, 13.7715, 13.8217, 14.7781, 14.2390, 14.4598, 13.7206, 13.7960, 13.5743, 13.6778}, 245 { 14.0352, 14.1542, 13.9982, 14.2390, 14.7781, 14.4908, 13.6154, 13.4528, 14.0413, 13.9995}, 246 { 13.8578, 14.2607, 13.8525, 14.4598, 14.4908, 14.7781, 13.8254, 13.4407, 13.7576, 14.3090}, 247 { 14.3707, 14.2360, 13.8286, 13.7206, 13.6154, 13.8254, 14.7781, 14.3938, 14.3828, 13.7798}, 248 { 14.1018, 13.4735, 14.2545, 13.7960, 13.4528, 13.4407, 14.3938, 14.7781, 14.2363, 13.0113}, 249 { 14.4990, 14.3260, 14.2511, 13.5743, 14.0413, 13.7576, 14.3828, 14.2363, 14.7781, 13.9425}, 250 { 13.9100, 14.6102, 13.5045, 13.6778, 13.9995, 14.3090, 13.7798, 13.0113, 13.9425, 14.7781}, 251 251 }, 252 252 } 253 253 ); 254 } 255 256 [TestMethod] 257 public void CovRQIsoTest() { 258 TestCovarianceFunction(new CovarianceRQiso(), 0, 259 new double[,] 260 { 261 { 0.6452, 0.6190, 0.8662, 0.6338, 0.7802, 0.5893, 0.7102, 0.7753, 0.7037, 0.8331}, 262 { 0.6771, 0.7392, 0.7442, 0.6630, 0.7603, 0.6144, 0.7145, 0.8346, 0.7492, 0.8200}, 263 { 0.7963, 0.7777, 0.8574, 0.7266, 0.6362, 0.8060, 0.8519, 0.7084, 0.7810, 0.8459}, 264 { 0.7988, 0.6268, 0.8004, 0.7500, 0.5583, 0.6524, 0.8968, 0.8864, 0.8739, 0.8382}, 265 { 0.8902, 0.6571, 0.7919, 0.9030, 0.5304, 0.5727, 0.8079, 0.9232, 0.9117, 0.8733}, 266 { 0.8819, 0.7639, 0.7387, 0.8449, 0.5785, 0.6563, 0.8783, 0.9519, 0.9535, 0.8742}, 267 { 0.6716, 0.7814, 0.7590, 0.6437, 0.8797, 0.6366, 0.7012, 0.6810, 0.7090, 0.8339}, 268 { 0.6702, 0.6823, 0.8268, 0.6250, 0.7456, 0.6782, 0.7331, 0.6205, 0.6786, 0.8033}, 269 { 0.6910, 0.7332, 0.8750, 0.6697, 0.8119, 0.6608, 0.7235, 0.7261, 0.7142, 0.8595}, 270 { 0.6467, 0.7493, 0.6821, 0.6133, 0.6857, 0.6692, 0.7265, 0.8252, 0.7259, 0.7506}, 271 }, 272 new double[][,] 273 { 274 new double[,] { 275 { 0, 0.2722, 0.4584, 0.4165, 0.3996, 0.4367, 0.2838, 0.3820, 0.2165, 0.4271}, 276 { 0.2722, 0, 0.4736, 0.4505, 0.3666, 0.3300, 0.3391, 0.4823, 0.3037, 0.1436}, 277 { 0.4584, 0.4736, 0, 0.4428, 0.4084, 0.4376, 0.4416, 0.3323, 0.3336, 0.4799}, 278 { 0.4165, 0.4505, 0.4428, 0, 0.3381, 0.2388, 0.4575, 0.4468, 0.4739, 0.4629}, 279 { 0.3996, 0.3666, 0.4084, 0.3381, 0, 0.2213, 0.4698, 0.4837, 0.3981, 0.4081}, 280 { 0.4367, 0.3300, 0.4376, 0.2388, 0.2213, 0, 0.4422, 0.4845, 0.4525, 0.3109}, 281 { 0.2838, 0.3391, 0.4416, 0.4575, 0.4698, 0.4422, 0, 0.2728, 0.2781, 0.4493}, 282 { 0.3820, 0.4823, 0.3323, 0.4468, 0.4837, 0.4845, 0.2728, 0, 0.3390, 0.4995}, 283 { 0.2165, 0.3037, 0.3336, 0.4739, 0.3981, 0.4525, 0.2781, 0.3390, 0, 0.4206}, 284 { 0.4271, 0.1436, 0.4799, 0.4629, 0.4081, 0.3109, 0.4493, 0.4995, 0.4206, 0}, 285 }, 286 new double[,] { 287 { 2.0000, 1.6749, 1.2884, 1.4086, 1.4481, 1.3558, 1.6576, 1.4857, 1.7530, 1.3818}, 288 { 1.6749, 2.0000, 1.2296, 1.3147, 1.5166, 1.5831, 1.5672, 1.1884, 1.6266, 1.8443}, 289 { 1.2884, 1.2296, 2.0000, 1.3383, 1.4280, 1.3533, 1.3417, 1.5791, 1.5769, 1.2005}, 290 { 1.4086, 1.3147, 1.3383, 2.0000, 1.5691, 1.7228, 1.2914, 1.3262, 1.2286, 1.2725}, 291 { 1.4481, 1.5166, 1.4280, 1.5691, 2.0000, 1.7466, 1.2457, 1.1805, 1.4515, 1.4286}, 292 { 1.3558, 1.5831, 1.3533, 1.7228, 1.7466, 2.0000, 1.3401, 1.1758, 1.3083, 1.6150}, 293 { 1.6576, 1.5672, 1.3417, 1.2914, 1.2457, 1.3401, 2.0000, 1.6740, 1.6662, 1.3186}, 294 { 1.4857, 1.1884, 1.5791, 1.3262, 1.1805, 1.1758, 1.6740, 2.0000, 1.5674, 1.0305}, 295 { 1.7530, 1.6266, 1.5769, 1.2286, 1.4515, 1.3083, 1.6662, 1.5674, 2.0000, 1.3985}, 296 { 1.3818, 1.8443, 1.2005, 1.2725, 1.4286, 1.6150, 1.3186, 1.0305, 1.3985, 2.0000}, 297 }, 298 new double[,] { 299 { 0, -0.0124, -0.0541, -0.0386, -0.0340, -0.0452, -0.0137, -0.0298, -0.0073, -0.0419}, 300 { -0.0124, 0, -0.0623, -0.0505, -0.0265, -0.0200, -0.0215, -0.0682, -0.0162, -0.0029}, 301 { -0.0541, -0.0623, 0, -0.0474, -0.0363, -0.0455, -0.0470, -0.0204, -0.0206, -0.0664}, 302 { -0.0386, -0.0505, -0.0474, 0, -0.0213, -0.0091, -0.0537, -0.0490, -0.0624, -0.0563}, 303 { -0.0340, -0.0265, -0.0363, -0.0213, 0, -0.0077, -0.0600, -0.0693, -0.0336, -0.0362}, 304 { -0.0452, -0.0200, -0.0455, -0.0091, -0.0077, 0, -0.0472, -0.0700, -0.0514, -0.0172}, 305 { -0.0137, -0.0215, -0.0470, -0.0537, -0.0600, -0.0472, 0, -0.0125, -0.0131, -0.0500}, 306 { -0.0298, -0.0682, -0.0204, -0.0490, -0.0693, -0.0700, -0.0125, 0, -0.0215, -0.0919}, 307 { -0.0073, -0.0162, -0.0206, -0.0624, -0.0336, -0.0514, -0.0131, -0.0215, 0, -0.0399}, 308 { -0.0419, -0.0029, -0.0664, -0.0563, -0.0362, -0.0172, -0.0500, -0.0919, -0.0399, 0}, 309 } 310 } 311 ); 312 TestCovarianceFunction(new CovarianceRQiso(), 1, 313 new double[,] 314 { 315 { 6.8660, 6.8070, 7.2367, 6.8409, 7.1145, 6.7347, 6.9959, 7.1068, 6.9839, 7.1923}, 316 { 6.9324, 7.0474, 7.0559, 6.9038, 7.0827, 6.7961, 7.0038, 7.1944, 7.0644, 7.1739}, 317 { 7.1392, 7.1106, 7.2253, 7.0255, 6.8461, 7.1536, 7.2179, 6.9926, 7.1158, 7.2099}, 318 { 7.1429, 6.8249, 7.1453, 7.0658, 6.6525, 6.8816, 7.2752, 7.2623, 7.2467, 7.1995}, 319 { 7.2671, 6.8913, 7.1326, 7.2827, 6.5716, 6.6915, 7.1564, 7.3065, 7.2931, 7.2459}, 320 { 7.2567, 7.0886, 7.0466, 7.2086, 6.7069, 6.8897, 7.2522, 7.3388, 7.3405, 7.2471}, 321 { 6.9215, 7.1164, 7.0807, 6.8626, 7.2540, 6.8471, 6.9792, 6.9401, 6.9937, 7.1935}, 322 { 6.9185, 6.9428, 7.1836, 6.8210, 7.0584, 6.9346, 7.0369, 6.8105, 6.9354, 7.1496}, 323 { 6.9598, 7.0372, 7.2481, 6.9176, 7.1623, 6.8992, 7.0200, 7.0247, 7.0033, 7.2280}, 324 { 6.8692, 7.0646, 6.9424, 6.7937, 6.9495, 6.9165, 7.0254, 7.1813, 7.0242, 7.0668}, 325 }, 326 new double[][,] 327 { 328 new double[,] { 329 { 0, 0.3746, 0.9986, 0.7776, 0.7108, 0.8711, 0.3978, 0.6497, 0.2745, 0.8243}, 330 { 0.3746, 0, 1.1178, 0.9478, 0.6013, 0.5017, 0.5249, 1.2062, 0.4401, 0.1662}, 331 { 0.9986, 1.1178, 0, 0.9033, 0.7445, 0.8758, 0.8972, 0.5076, 0.5108, 1.1798}, 332 { 0.7776, 0.9478, 0.9033, 0, 0.5222, 0.3124, 0.9927, 0.9261, 1.1199, 1.0301}, 333 { 0.7108, 0.6013, 0.7445, 0.5222, 0, 0.2825, 1.0844, 1.2237, 0.7052, 0.7433}, 334 { 0.8711, 0.5017, 0.8758, 0.3124, 0.2825, 0, 0.9000, 1.2339, 0.9601, 0.4563}, 335 { 0.3978, 0.5249, 0.8972, 0.9927, 1.0844, 0.9000, 0, 0.3757, 0.3861, 0.9404}, 336 { 0.6497, 1.2062, 0.5076, 0.9261, 1.2237, 1.2339, 0.3757, 0, 0.5247, 1.5872}, 337 { 0.2745, 0.4401, 0.5108, 1.1199, 0.7052, 0.9601, 0.3861, 0.5247, 0, 0.7950}, 338 { 0.8243, 0.1662, 1.1798, 1.0301, 0.7433, 0.4563, 0.9404, 1.5872, 0.7950, 0}, 339 }, 340 new double[,] { 341 { 14.7781, 14.3968, 13.7277, 13.9699, 14.0420, 13.8682, 14.3727, 14.1074, 14.5000, 13.9192}, 342 { 14.3968, 14.7781, 13.5943, 13.7839, 14.1589, 14.2640, 14.2397, 13.4942, 14.3286, 14.6106}, 343 { 13.7277, 13.5943, 14.7781, 13.8329, 14.0057, 13.8630, 13.8396, 14.2579, 14.2545, 13.5242}, 344 { 13.9699, 13.7839, 13.8329, 14.7781, 14.2426, 14.4610, 13.7342, 13.8078, 13.5920, 13.6926}, 345 { 14.0420, 14.1589, 14.0057, 14.2426, 14.7781, 14.4918, 13.6319, 13.4742, 14.0479, 14.0069}, 346 { 13.8682, 14.2640, 13.8630, 14.4610, 14.4918, 14.7781, 13.8365, 13.4625, 13.7703, 14.3117}, 347 { 14.3727, 14.2397, 13.8396, 13.7342, 13.6319, 13.8365, 14.7781, 14.3956, 14.3848, 13.7920}, 348 { 14.1074, 13.4942, 14.2579, 13.8078, 13.4742, 13.4625, 14.3956, 14.7781, 14.2399, 13.0490}, 349 { 14.5000, 14.3286, 14.2545, 13.5920, 14.0479, 13.7703, 14.3848, 14.2399, 14.7781, 13.9510}, 350 { 13.9192, 14.6106, 13.5242, 13.6926, 14.0069, 14.3117, 13.7920, 13.0490, 13.9510, 14.7781}, 351 }, 352 new double[,] { 353 { 0, -0.0009, -0.0068, -0.0040, -0.0034, -0.0051, -0.0010, -0.0028, -0.0005, -0.0046}, 354 { -0.0009, 0, -0.0086, -0.0061, -0.0024, -0.0016, -0.0018, -0.0101, -0.0013, -0.0002}, 355 { -0.0068, -0.0086, 0, -0.0055, -0.0037, -0.0052, -0.0054, -0.0017, -0.0017, -0.0097}, 356 { -0.0040, -0.0061, -0.0055, 0, -0.0018, -0.0006, -0.0067, -0.0058, -0.0087, -0.0073}, 357 { -0.0034, -0.0024, -0.0037, -0.0018, 0, -0.0005, -0.0081, -0.0105, -0.0033, -0.0037}, 358 { -0.0051, -0.0016, -0.0052, -0.0006, -0.0005, 0, -0.0055, -0.0106, -0.0063, -0.0013}, 359 { -0.0010, -0.0018, -0.0054, -0.0067, -0.0081, -0.0055, 0, -0.0009, -0.0010, -0.0060}, 360 { -0.0028, -0.0101, -0.0017, -0.0058, -0.0105, -0.0106, -0.0009, 0, -0.0018, -0.0183}, 361 { -0.0005, -0.0013, -0.0017, -0.0087, -0.0033, -0.0063, -0.0010, -0.0018, 0, -0.0042}, 362 { -0.0046, -0.0002, -0.0097, -0.0073, -0.0037, -0.0013, -0.0060, -0.0183, -0.0042, 0}, 363 } 364 } 365 ); 366 } 367 368 369 [TestMethod] 370 public void CovRQArdTest() { 371 TestCovarianceFunction(new CovarianceRQArd(), 0, 372 new double[,] 373 { 374 { 0.6452, 0.6190, 0.8662, 0.6338, 0.7802, 0.5893, 0.7102, 0.7753, 0.7037, 0.8331}, 375 { 0.6771, 0.7392, 0.7442, 0.6630, 0.7603, 0.6144, 0.7145, 0.8346, 0.7492, 0.8200}, 376 { 0.7963, 0.7777, 0.8574, 0.7266, 0.6362, 0.8060, 0.8519, 0.7084, 0.7810, 0.8459}, 377 { 0.7988, 0.6268, 0.8004, 0.7500, 0.5583, 0.6524, 0.8968, 0.8864, 0.8739, 0.8382}, 378 { 0.8902, 0.6571, 0.7919, 0.9030, 0.5304, 0.5727, 0.8079, 0.9232, 0.9117, 0.8733}, 379 { 0.8819, 0.7639, 0.7387, 0.8449, 0.5785, 0.6563, 0.8783, 0.9519, 0.9535, 0.8742}, 380 { 0.6716, 0.7814, 0.7590, 0.6437, 0.8797, 0.6366, 0.7012, 0.6810, 0.7090, 0.8339}, 381 { 0.6702, 0.6823, 0.8268, 0.6250, 0.7456, 0.6782, 0.7331, 0.6205, 0.6786, 0.8033}, 382 { 0.6910, 0.7332, 0.8750, 0.6697, 0.8119, 0.6608, 0.7235, 0.7261, 0.7142, 0.8595}, 383 { 0.6467, 0.7493, 0.6821, 0.6133, 0.6857, 0.6692, 0.7265, 0.8252, 0.7259, 0.7506}, 384 }, 385 new double[][,] 386 { 387 new double[,] 388 { 389 { 0, 0.0948, 0.0978, 0.1380, 0.0028, 0.0024, 0.0044, 0.1286, 0.0018, 0.0447}, 390 { 0.0948, 0, 0.2750, 0.3462, 0.1119, 0.1211, 0.0509, 0.2553, 0.0675, 0.0032}, 391 { 0.0978, 0.2750, 0, 0.0008, 0.0864, 0.0782, 0.1437, 0.0000, 0.1769, 0.2257}, 392 { 0.1380, 0.3462, 0.0008, 0, 0.1268, 0.1539, 0.1537, 0.0009, 0.1250, 0.2813}, 393 { 0.0028, 0.1119, 0.0864, 0.1268, 0, 0.0000, 0.0091, 0.0583, 0.0078, 0.0736}, 394 { 0.0024, 0.1211, 0.0782, 0.1539, 0.0000, 0, 0.0103, 0.0583, 0.0062, 0.0932}, 395 { 0.0044, 0.0509, 0.1437, 0.1537, 0.0091, 0.0103, 0, 0.2216, 0.0007, 0.0223}, 396 { 0.1286, 0.2553, 0.0000, 0.0009, 0.0583, 0.0583, 0.2216, 0, 0.1731, 0.1652}, 397 { 0.0018, 0.0675, 0.1769, 0.1250, 0.0078, 0.0062, 0.0007, 0.1731, 0, 0.0325}, 398 { 0.0447, 0.0032, 0.2257, 0.2813, 0.0736, 0.0932, 0.0223, 0.1652, 0.0325, 0}, 399 }, 400 new double[,] 401 { 402 { 0, 0.1070, 0.1204, 0.0703, 0.2451, 0.1932, 0.0180, 0.0171, 0.0323, 0.2478}, 403 { 0.1070, 0, 0.0083, 0.0001, 0.0494, 0.0416, 0.1874, 0.1133, 0.0228, 0.0925}, 404 { 0.1204, 0.0083, 0, 0.0118, 0.0107, 0.0055, 0.2208, 0.3181, 0.0691, 0.0119}, 405 { 0.0703, 0.0001, 0.0118, 0, 0.0582, 0.0549, 0.1208, 0.1341, 0.0111, 0.0479}, 406 { 0.2451, 0.0494, 0.0107, 0.0582, 0, 0.0010, 0.2774, 0.2574, 0.1207, 0.0007}, 407 { 0.1932, 0.0416, 0.0055, 0.0549, 0.0010, 0, 0.2946, 0.2347, 0.0840, 0.0034}, 408 { 0.0180, 0.1874, 0.2208, 0.1208, 0.2774, 0.2946, 0, 0.0001, 0.0934, 0.3384}, 409 { 0.0171, 0.1133, 0.3181, 0.1341, 0.2574, 0.2347, 0.0001, 0, 0.0891, 0.2133}, 410 { 0.0323, 0.0228, 0.0691, 0.0111, 0.1207, 0.0840, 0.0934, 0.0891, 0, 0.1299}, 411 { 0.2478, 0.0925, 0.0119, 0.0479, 0.0007, 0.0034, 0.3384, 0.2133, 0.1299, 0}, 412 }, 413 new double[,] 414 { 415 { 0, 0.0098, 0.1427, 0.0239, 0.0193, 0.0020, 0.1179, 0.1363, 0.1310, 0.0223}, 416 { 0.0098, 0, 0.0828, 0.0493, 0.0553, 0.0213, 0.0538, 0.0506, 0.0574, 0.0081}, 417 { 0.1427, 0.0828, 0, 0.2908, 0.3087, 0.1947, 0.0133, 0.0050, 0.0187, 0.0494}, 418 { 0.0239, 0.0493, 0.2908, 0, 0.0005, 0.0175, 0.1674, 0.2256, 0.1509, 0.0768}, 419 { 0.0193, 0.0553, 0.3087, 0.0005, 0, 0.0121, 0.1425, 0.1652, 0.1926, 0.0849}, 420 { 0.0020, 0.0213, 0.1947, 0.0175, 0.0121, 0, 0.1035, 0.1094, 0.0981, 0.0518}, 421 { 0.1179, 0.0538, 0.0133, 0.1674, 0.1425, 0.1035, 0, 0.0048, 0.0000, 0.0171}, 422 { 0.1363, 0.0506, 0.0050, 0.2256, 0.1652, 0.1094, 0.0048, 0, 0.0043, 0.0209}, 423 { 0.1310, 0.0574, 0.0187, 0.1509, 0.1926, 0.0981, 0.0000, 0.0043, 0, 0.0189}, 424 { 0.0223, 0.0081, 0.0494, 0.0768, 0.0849, 0.0518, 0.0171, 0.0209, 0.0189, 0}, 425 }, 426 new double[,] 427 { 428 { 0, 0.0441, 0.0162, 0.0636, 0.0102, 0.0607, 0.0219, 0.0034, 0.0418, 0.1036}, 429 { 0.0441, 0, 0.0760, 0.0050, 0.0877, 0.0080, 0.0032, 0.0383, 0.1549, 0.0394}, 430 { 0.0162, 0.0760, 0, 0.1383, 0.0017, 0.1442, 0.0637, 0.0088, 0.0008, 0.1587}, 431 { 0.0636, 0.0050, 0.1383, 0, 0.1525, 0.0000, 0.0134, 0.0838, 0.1319, 0.0047}, 432 { 0.0102, 0.0877, 0.0017, 0.1525, 0, 0.1932, 0.0393, 0.0013, 0.0046, 0.1872}, 433 { 0.0607, 0.0080, 0.1442, 0.0000, 0.1932, 0, 0.0154, 0.0676, 0.1524, 0.0068}, 434 { 0.0219, 0.0032, 0.0637, 0.0134, 0.0393, 0.0154, 0, 0.0463, 0.1176, 0.0359}, 435 { 0.0034, 0.0383, 0.0088, 0.0838, 0.0013, 0.0676, 0.0463, 0, 0.0147, 0.0787}, 436 { 0.0418, 0.1549, 0.0008, 0.1319, 0.0046, 0.1524, 0.1176, 0.0147, 0, 0.2390}, 437 { 0.1036, 0.0394, 0.1587, 0.0047, 0.1872, 0.0068, 0.0359, 0.0787, 0.2390, 0}, 438 }, 439 new double[,] 440 { 441 { 0, 0.0166, 0.0813, 0.1208, 0.1221, 0.1784, 0.1217, 0.0967, 0.0096, 0.0086}, 442 { 0.0166, 0, 0.0315, 0.0499, 0.0622, 0.1381, 0.0438, 0.0248, 0.0012, 0.0003}, 443 { 0.0813, 0.0315, 0, 0.0012, 0.0008, 0.0149, 0.0002, 0.0004, 0.0680, 0.0342}, 444 { 0.1208, 0.0499, 0.0012, 0, 0.0001, 0.0125, 0.0022, 0.0025, 0.0550, 0.0521}, 445 { 0.1221, 0.0622, 0.0008, 0.0001, 0, 0.0151, 0.0015, 0.0014, 0.0724, 0.0618}, 446 { 0.1784, 0.1381, 0.0149, 0.0125, 0.0151, 0, 0.0184, 0.0145, 0.1119, 0.1556}, 447 { 0.1217, 0.0438, 0.0002, 0.0022, 0.0015, 0.0184, 0, 0.0000, 0.0663, 0.0356}, 448 { 0.0967, 0.0248, 0.0004, 0.0025, 0.0014, 0.0145, 0.0000, 0, 0.0578, 0.0214}, 449 { 0.0096, 0.0012, 0.0680, 0.0550, 0.0724, 0.1119, 0.0663, 0.0578, 0, 0.0003}, 450 { 0.0086, 0.0003, 0.0342, 0.0521, 0.0618, 0.1556, 0.0356, 0.0214, 0.0003, 0}, 451 }, 452 new double[,] 453 { 454 { 2.0000, 1.6749, 1.2884, 1.4086, 1.4481, 1.3558, 1.6576, 1.4857, 1.7530, 1.3818}, 455 { 1.6749, 2.0000, 1.2296, 1.3147, 1.5166, 1.5831, 1.5672, 1.1884, 1.6266, 1.8443}, 456 { 1.2884, 1.2296, 2.0000, 1.3383, 1.4280, 1.3533, 1.3417, 1.5791, 1.5769, 1.2005}, 457 { 1.4086, 1.3147, 1.3383, 2.0000, 1.5691, 1.7228, 1.2914, 1.3262, 1.2286, 1.2725}, 458 { 1.4481, 1.5166, 1.4280, 1.5691, 2.0000, 1.7466, 1.2457, 1.1805, 1.4515, 1.4286}, 459 { 1.3558, 1.5831, 1.3533, 1.7228, 1.7466, 2.0000, 1.3401, 1.1758, 1.3083, 1.6150}, 460 { 1.6576, 1.5672, 1.3417, 1.2914, 1.2457, 1.3401, 2.0000, 1.6740, 1.6662, 1.3186}, 461 { 1.4857, 1.1884, 1.5791, 1.3262, 1.1805, 1.1758, 1.6740, 2.0000, 1.5674, 1.0305}, 462 { 1.7530, 1.6266, 1.5769, 1.2286, 1.4515, 1.3083, 1.6662, 1.5674, 2.0000, 1.3985}, 463 { 1.3818, 1.8443, 1.2005, 1.2725, 1.4286, 1.6150, 1.3186, 1.0305, 1.3985, 2.0000}, 464 }, 465 new double[,] 466 { 467 { 0, -0.0124, -0.0541, -0.0386, -0.0340, -0.0452, -0.0137, -0.0298, -0.0073, -0.0419}, 468 { -0.0124, 0, -0.0623, -0.0505, -0.0265, -0.0200, -0.0215, -0.0682, -0.0162, -0.0029}, 469 { -0.0541, -0.0623, 0, -0.0474, -0.0363, -0.0455, -0.0470, -0.0204, -0.0206, -0.0664}, 470 { -0.0386, -0.0505, -0.0474, 0, -0.0213, -0.0091, -0.0537, -0.0490, -0.0624, -0.0563}, 471 { -0.0340, -0.0265, -0.0363, -0.0213, 0, -0.0077, -0.0600, -0.0693, -0.0336, -0.0362}, 472 { -0.0452, -0.0200, -0.0455, -0.0091, -0.0077, 0, -0.0472, -0.0700, -0.0514, -0.0172}, 473 { -0.0137, -0.0215, -0.0470, -0.0537, -0.0600, -0.0472, 0, -0.0125, -0.0131, -0.0500}, 474 { -0.0298, -0.0682, -0.0204, -0.0490, -0.0693, -0.0700, -0.0125, 0, -0.0215, -0.0919}, 475 { -0.0073, -0.0162, -0.0206, -0.0624, -0.0336, -0.0514, -0.0131, -0.0215, 0, -0.0399}, 476 { -0.0419, -0.0029, -0.0664, -0.0563, -0.0362, -0.0172, -0.0500, -0.0919, -0.0399, 0}, 477 }, 478 } 479 ); 480 481 TestCovarianceFunction(new CovarianceRQArd(), 1, 482 new double[,] 483 { 484 { 6.8660, 6.8070, 7.2367, 6.8409, 7.1145, 6.7347, 6.9959, 7.1068, 6.9839, 7.1923}, 485 { 6.9324, 7.0474, 7.0559, 6.9038, 7.0827, 6.7961, 7.0038, 7.1944, 7.0644, 7.1739}, 486 { 7.1392, 7.1106, 7.2253, 7.0255, 6.8461, 7.1536, 7.2179, 6.9926, 7.1158, 7.2099}, 487 { 7.1429, 6.8249, 7.1453, 7.0658, 6.6525, 6.8816, 7.2752, 7.2623, 7.2467, 7.1995}, 488 { 7.2671, 6.8913, 7.1326, 7.2827, 6.5716, 6.6915, 7.1564, 7.3065, 7.2931, 7.2459}, 489 { 7.2567, 7.0886, 7.0466, 7.2086, 6.7069, 6.8897, 7.2522, 7.3388, 7.3405, 7.2471}, 490 { 6.9215, 7.1164, 7.0807, 6.8626, 7.2540, 6.8471, 6.9792, 6.9401, 6.9937, 7.1935}, 491 { 6.9185, 6.9428, 7.1836, 6.8210, 7.0584, 6.9346, 7.0369, 6.8105, 6.9354, 7.1496}, 492 { 6.9598, 7.0372, 7.2481, 6.9176, 7.1623, 6.8992, 7.0200, 7.0247, 7.0033, 7.2280}, 493 { 6.8692, 7.0646, 6.9424, 6.7937, 6.9495, 6.9165, 7.0254, 7.1813, 7.0242, 7.0668}, 494 }, 495 new double[][,] 496 { 497 new double[,] 498 { 499 { 0, 0.1304, 0.2130, 0.2577, 0.0051, 0.0048, 0.0061, 0.2187, 0.0023, 0.0863}, 500 { 0.1304, 0, 0.6491, 0.7284, 0.1836, 0.1841, 0.0788, 0.6386, 0.0979, 0.0037}, 501 { 0.2130, 0.6491, 0, 0.0016, 0.1576, 0.1566, 0.2918, 0.0000, 0.2709, 0.5549}, 502 { 0.2577, 0.7284, 0.0016, 0, 0.1959, 0.2014, 0.3334, 0.0018, 0.2955, 0.6260}, 503 { 0.0051, 0.1836, 0.1576, 0.1959, 0, 0.0000, 0.0210, 0.1476, 0.0138, 0.1340}, 504 { 0.0048, 0.1841, 0.1566, 0.2014, 0.0000, 0, 0.0210, 0.1485, 0.0131, 0.1368}, 505 { 0.0061, 0.0788, 0.2918, 0.3334, 0.0210, 0.0210, 0, 0.3051, 0.0010, 0.0467}, 506 { 0.2187, 0.6386, 0.0000, 0.0018, 0.1476, 0.1485, 0.3051, 0, 0.2679, 0.5250}, 507 { 0.0023, 0.0979, 0.2709, 0.2955, 0.0138, 0.0131, 0.0010, 0.2679, 0, 0.0615}, 508 { 0.0863, 0.0037, 0.5549, 0.6260, 0.1340, 0.1368, 0.0467, 0.5250, 0.0615, 0}, 509 }, 510 new double[,] 511 { 512 { 0, 0.1472, 0.2623, 0.1312, 0.4360, 0.3853, 0.0252, 0.0290, 0.0410, 0.4783}, 513 { 0.1472, 0, 0.0195, 0.0002, 0.0811, 0.0633, 0.2900, 0.2833, 0.0330, 0.1071}, 514 { 0.2623, 0.0195, 0, 0.0240, 0.0196, 0.0110, 0.4485, 0.4860, 0.1059, 0.0293}, 515 { 0.1312, 0.0002, 0.0240, 0, 0.0898, 0.0718, 0.2620, 0.2779, 0.0262, 0.1067}, 516 { 0.4360, 0.0811, 0.0196, 0.0898, 0, 0.0012, 0.6403, 0.6512, 0.2138, 0.0013}, 517 { 0.3853, 0.0633, 0.0110, 0.0718, 0.0012, 0, 0.5997, 0.5978, 0.1783, 0.0050}, 518 { 0.0252, 0.2900, 0.4485, 0.2620, 0.6403, 0.5997, 0, 0.0002, 0.1297, 0.7083}, 519 { 0.0290, 0.2833, 0.4860, 0.2779, 0.6512, 0.5978, 0.0002, 0, 0.1379, 0.6776}, 520 { 0.0410, 0.0330, 0.1059, 0.0262, 0.2138, 0.1783, 0.1297, 0.1379, 0, 0.2455}, 521 { 0.4783, 0.1071, 0.0293, 0.1067, 0.0013, 0.0050, 0.7083, 0.6776, 0.2455, 0}, 522 }, 523 new double[,] 524 { 525 { 0, 0.0135, 0.3109, 0.0446, 0.0343, 0.0040, 0.1652, 0.2317, 0.1661, 0.0430}, 526 { 0.0135, 0, 0.1954, 0.1037, 0.0908, 0.0323, 0.0832, 0.1265, 0.0831, 0.0094}, 527 { 0.3109, 0.1954, 0, 0.5932, 0.5627, 0.3898, 0.0271, 0.0076, 0.0287, 0.1215}, 528 { 0.0446, 0.1037, 0.5932, 0, 0.0007, 0.0229, 0.3633, 0.4676, 0.3566, 0.1709}, 529 { 0.0343, 0.0908, 0.5627, 0.0007, 0, 0.0155, 0.3289, 0.4180, 0.3412, 0.1546}, 530 { 0.0040, 0.0323, 0.3898, 0.0229, 0.0155, 0, 0.2106, 0.2787, 0.2080, 0.0761}, 531 { 0.1652, 0.0832, 0.0271, 0.3633, 0.3289, 0.2106, 0, 0.0066, 0.0000, 0.0357}, 532 { 0.2317, 0.1265, 0.0076, 0.4676, 0.4180, 0.2787, 0.0066, 0, 0.0067, 0.0665}, 533 { 0.1661, 0.0831, 0.0287, 0.3566, 0.3412, 0.2080, 0.0000, 0.0067, 0, 0.0358}, 534 { 0.0430, 0.0094, 0.1215, 0.1709, 0.1546, 0.0761, 0.0357, 0.0665, 0.0358, 0}, 535 }, 536 new double[,] 537 { 538 { 0, 0.0606, 0.0353, 0.1187, 0.0182, 0.1211, 0.0307, 0.0058, 0.0530, 0.2000}, 539 { 0.0606, 0, 0.1794, 0.0105, 0.1438, 0.0121, 0.0050, 0.0958, 0.2245, 0.0456}, 540 { 0.0353, 0.1794, 0, 0.2821, 0.0031, 0.2886, 0.1294, 0.0135, 0.0012, 0.3901}, 541 { 0.1187, 0.0105, 0.2821, 0, 0.2356, 0.0000, 0.0291, 0.1737, 0.3117, 0.0105}, 542 { 0.0182, 0.1438, 0.0031, 0.2356, 0, 0.2466, 0.0907, 0.0033, 0.0081, 0.3409}, 543 { 0.1211, 0.0121, 0.2886, 0.0000, 0.2466, 0, 0.0313, 0.1720, 0.3233, 0.0100}, 544 { 0.0307, 0.0050, 0.1294, 0.0291, 0.0907, 0.0313, 0, 0.0638, 0.1634, 0.0752}, 545 { 0.0058, 0.0958, 0.0135, 0.1737, 0.0033, 0.1720, 0.0638, 0, 0.0227, 0.2501}, 546 { 0.0530, 0.2245, 0.0012, 0.3117, 0.0081, 0.3233, 0.1634, 0.0227, 0, 0.4517}, 547 { 0.2000, 0.0456, 0.3901, 0.0105, 0.3409, 0.0100, 0.0752, 0.2501, 0.4517, 0}, 548 }, 549 new double[,] 550 { 551 { 0, 0.0228, 0.1771, 0.2255, 0.2172, 0.3559, 0.1705, 0.1644, 0.0122, 0.0167}, 552 { 0.0228, 0, 0.0745, 0.1050, 0.1020, 0.2099, 0.0679, 0.0620, 0.0017, 0.0004}, 553 { 0.1771, 0.0745, 0, 0.0024, 0.0015, 0.0299, 0.0004, 0.0005, 0.1042, 0.0840}, 554 { 0.2255, 0.1050, 0.0024, 0, 0.0001, 0.0163, 0.0048, 0.0051, 0.1299, 0.1160}, 555 { 0.2172, 0.1020, 0.0015, 0.0001, 0, 0.0192, 0.0034, 0.0036, 0.1283, 0.1125}, 556 { 0.3559, 0.2099, 0.0299, 0.0163, 0.0192, 0, 0.0374, 0.0368, 0.2374, 0.2284}, 557 { 0.1705, 0.0679, 0.0004, 0.0048, 0.0034, 0.0374, 0, 0.0000, 0.0921, 0.0746}, 558 { 0.1644, 0.0620, 0.0005, 0.0051, 0.0036, 0.0368, 0.0000, 0, 0.0895, 0.0680}, 559 { 0.0122, 0.0017, 0.1042, 0.1299, 0.1283, 0.2374, 0.0921, 0.0895, 0, 0.0005}, 560 { 0.0167, 0.0004, 0.0840, 0.1160, 0.1125, 0.2284, 0.0746, 0.0680, 0.0005, 0}, 561 }, 562 new double[,] 563 { 564 { 14.7781, 14.3968, 13.7277, 13.9699, 14.0420, 13.8682, 14.3727, 14.1074, 14.5000, 13.9192}, 565 { 14.3968, 14.7781, 13.5943, 13.7839, 14.1589, 14.2640, 14.2397, 13.4942, 14.3286, 14.6106}, 566 { 13.7277, 13.5943, 14.7781, 13.8329, 14.0057, 13.8630, 13.8396, 14.2579, 14.2545, 13.5242}, 567 { 13.9699, 13.7839, 13.8329, 14.7781, 14.2426, 14.4610, 13.7342, 13.8078, 13.5920, 13.6926}, 568 { 14.0420, 14.1589, 14.0057, 14.2426, 14.7781, 14.4918, 13.6319, 13.4742, 14.0479, 14.0069}, 569 { 13.8682, 14.2640, 13.8630, 14.4610, 14.4918, 14.7781, 13.8365, 13.4625, 13.7703, 14.3117}, 570 { 14.3727, 14.2397, 13.8396, 13.7342, 13.6319, 13.8365, 14.7781, 14.3956, 14.3848, 13.7920}, 571 { 14.1074, 13.4942, 14.2579, 13.8078, 13.4742, 13.4625, 14.3956, 14.7781, 14.2399, 13.0490}, 572 { 14.5000, 14.3286, 14.2545, 13.5920, 14.0479, 13.7703, 14.3848, 14.2399, 14.7781, 13.9510}, 573 { 13.9192, 14.6106, 13.5242, 13.6926, 14.0069, 14.3117, 13.7920, 13.0490, 13.9510, 14.7781}, 574 }, 575 new double[,] 576 { 577 { 0, -0.0009, -0.0068, -0.0040, -0.0034, -0.0051, -0.0010, -0.0028, -0.0005, -0.0046}, 578 { -0.0009, 0, -0.0086, -0.0061, -0.0024, -0.0016, -0.0018, -0.0101, -0.0013, -0.0002}, 579 { -0.0068, -0.0086, 0, -0.0055, -0.0037, -0.0052, -0.0054, -0.0017, -0.0017, -0.0097}, 580 { -0.0040, -0.0061, -0.0055, 0, -0.0018, -0.0006, -0.0067, -0.0058, -0.0087, -0.0073}, 581 { -0.0034, -0.0024, -0.0037, -0.0018, 0, -0.0005, -0.0081, -0.0105, -0.0033, -0.0037}, 582 { -0.0051, -0.0016, -0.0052, -0.0006, -0.0005, 0, -0.0055, -0.0106, -0.0063, -0.0013}, 583 { -0.0010, -0.0018, -0.0054, -0.0067, -0.0081, -0.0055, 0, -0.0009, -0.0010, -0.0060}, 584 { -0.0028, -0.0101, -0.0017, -0.0058, -0.0105, -0.0106, -0.0009, 0, -0.0018, -0.0183}, 585 { -0.0005, -0.0013, -0.0017, -0.0087, -0.0033, -0.0063, -0.0010, -0.0018, 0, -0.0042}, 586 { -0.0046, -0.0002, -0.0097, -0.0073, -0.0037, -0.0013, -0.0060, -0.0183, -0.0042, 0}, 587 }, 588 } 589 ); 590 } 591 592 593 [TestMethod] 594 public void CovMaternIsoTest() { 595 var cov = new CovarianceMaternIso(); 596 cov.DParameter.Value = cov.DParameter.ValidValues.Single(x => x.Value == 1); 597 TestCovarianceFunction(cov, 0, 598 new double[,] 599 { 600 { 0.3504, 0.3297, 0.5736, 0.3413, 0.4721, 0.3071, 0.4052, 0.4670, 0.3995, 0.5310}, 601 { 0.3765, 0.4317, 0.4364, 0.3649, 0.4520, 0.3261, 0.4090, 0.5328, 0.4412, 0.5155}, 602 { 0.4891, 0.4695, 0.5618, 0.4200, 0.3432, 0.4996, 0.5545, 0.4036, 0.4729, 0.5468}, 603 { 0.4918, 0.3358, 0.4935, 0.4420, 0.2843, 0.3562, 0.6189, 0.6027, 0.5844, 0.5373}, 604 { 0.6085, 0.3600, 0.4844, 0.6291, 0.2643, 0.2947, 0.5017, 0.6650, 0.6440, 0.5835}, 605 { 0.5959, 0.4556, 0.4312, 0.5456, 0.2990, 0.3593, 0.5907, 0.7278, 0.7318, 0.5848}, 606 { 0.3720, 0.4733, 0.4507, 0.3492, 0.5928, 0.3435, 0.3972, 0.3798, 0.4041, 0.5320}, 607 { 0.3708, 0.3810, 0.5235, 0.3344, 0.4378, 0.3775, 0.4260, 0.3309, 0.3778, 0.4967}, 608 { 0.3884, 0.4261, 0.5860, 0.3704, 0.5063, 0.3631, 0.4172, 0.4196, 0.4088, 0.5645}, 609 { 0.3516, 0.4413, 0.3808, 0.3253, 0.3839, 0.3700, 0.4200, 0.5215, 0.4193, 0.4426}, 610 }, 611 new double[][,] 612 { 613 new double[,] { 614 { 0, 0.3341, 0.3674, 0.3665, 0.3647, 0.3678, 0.3380, 0.3621, 0.3122, 0.3673}, 615 { 0.3341, 0, 0.3655, 0.3678, 0.3593, 0.3512, 0.3535, 0.3632, 0.3441, 0.2724}, 616 { 0.3674, 0.3655, 0, 0.3679, 0.3657, 0.3678, 0.3679, 0.3518, 0.3521, 0.3639}, 617 { 0.3665, 0.3678, 0.3679, 0, 0.3532, 0.3217, 0.3675, 0.3679, 0.3654, 0.3670}, 618 { 0.3647, 0.3593, 0.3657, 0.3532, 0, 0.3143, 0.3661, 0.3627, 0.3645, 0.3657}, 619 { 0.3678, 0.3512, 0.3678, 0.3217, 0.3143, 0, 0.3679, 0.3624, 0.3677, 0.3462}, 620 { 0.3380, 0.3535, 0.3679, 0.3675, 0.3661, 0.3679, 0, 0.3343, 0.3361, 0.3678}, 621 { 0.3621, 0.3632, 0.3518, 0.3679, 0.3627, 0.3624, 0.3343, 0, 0.3534, 0.3480}, 622 { 0.3122, 0.3441, 0.3521, 0.3654, 0.3645, 0.3677, 0.3361, 0.3534, 0, 0.3669}, 623 { 0.3673, 0.2724, 0.3639, 0.3670, 0.3657, 0.3462, 0.3678, 0.3480, 0.3669, 0}, 624 }, 625 new double[,] { 626 { 2.0000, 1.0726, 0.6992, 0.7999, 0.8353, 0.7546, 1.0516, 0.8703, 1.1763, 0.7767}, 627 { 1.0726, 2.0000, 0.6529, 0.7205, 0.9001, 0.9680, 0.9512, 0.6215, 1.0157, 1.3261}, 628 { 0.6992, 0.6529, 2.0000, 0.7399, 0.8171, 0.7524, 0.7427, 0.9637, 0.9614, 0.6307}, 629 { 0.7999, 0.7205, 0.7399, 2.0000, 0.9532, 1.1341, 0.7016, 0.7298, 0.6522, 0.6865}, 630 { 0.8353, 0.9001, 0.8171, 0.9532, 2.0000, 1.1670, 0.6654, 0.6156, 0.8384, 0.8177}, 631 { 0.7546, 0.9680, 0.7524, 1.1341, 1.1670, 2.0000, 0.7414, 0.6121, 0.7152, 1.0027}, 632 { 1.0516, 0.9512, 0.7427, 0.7016, 0.6654, 0.7414, 2.0000, 1.0716, 1.0620, 0.7236}, 633 { 0.8703, 0.6215, 0.9637, 0.7298, 0.6156, 0.6121, 1.0716, 2.0000, 0.9514, 0.5073}, 634 { 1.1763, 1.0157, 0.9614, 0.6522, 0.8384, 0.7152, 1.0620, 0.9514, 2.0000, 0.7911}, 635 { 0.7767, 1.3261, 0.6307, 0.6865, 0.8177, 1.0027, 0.7236, 0.5073, 0.7911, 2.0000}, 636 }, 637 } 638 ); 639 640 cov = new CovarianceMaternIso(); 641 cov.DParameter.Value = cov.DParameter.ValidValues.Single(x => x.Value == 1); 642 TestCovarianceFunction(cov, 1, 643 new double[,] 644 { 645 { 5.0240, 4.9127, 6.0225, 4.9757, 5.6062, 4.7858, 5.2996, 5.5839, 5.2720, 5.8539}, 646 { 5.1587, 5.4247, 5.4464, 5.0993, 5.5171, 4.8930, 5.3181, 5.8612, 5.4683, 5.7906}, 647 { 5.6795, 5.5947, 5.9766, 5.3703, 4.9856, 5.7244, 5.9479, 5.2920, 5.6098, 5.9177}, 648 { 5.6910, 4.9457, 5.6984, 5.4720, 4.6518, 5.0545, 6.1936, 6.1332, 6.0640, 5.8794}, 649 { 6.1550, 5.0740, 5.6595, 6.2308, 4.5290, 4.7142, 5.7333, 6.3593, 6.2847, 6.0607}, 650 { 6.1078, 5.5332, 5.4226, 5.9127, 4.7394, 5.0707, 6.0880, 6.5739, 6.5871, 6.0658}, 651 { 5.1358, 5.6116, 5.5116, 5.0174, 6.0960, 4.9875, 5.2612, 5.1753, 5.2945, 5.8581}, 652 { 5.1296, 5.1809, 5.8235, 4.9384, 5.4528, 5.1635, 5.3983, 4.9192, 5.1652, 5.7119}, 653 { 5.2179, 5.3989, 6.0701, 5.1278, 5.7524, 5.0900, 5.3568, 5.3681, 5.3171, 5.9874}, 654 { 5.0301, 5.4688, 5.1800, 4.8886, 5.1954, 5.1255, 5.3700, 5.8155, 5.3671, 5.4746}, 655 }, 656 new double[][,] 657 { 658 new double[,] { 659 { 0, 1.3467, 1.9408, 1.7781, 1.7213, 1.8512, 1.3793, 1.6654, 1.1869, 1.8156}, 660 { 1.3467, 0, 2.0157, 1.9064, 1.6180, 1.5105, 1.5369, 2.0667, 1.4355, 0.9602}, 661 { 1.9408, 2.0157, 0, 1.8749, 1.7505, 1.8547, 1.8704, 1.5173, 1.5209, 2.0519}, 662 { 1.7781, 1.9064, 1.8749, 0, 1.5338, 1.2516, 1.9369, 1.8912, 2.0170, 1.9613}, 663 { 1.7213, 1.6180, 1.7505, 1.5338, 0, 1.2011, 1.9955, 2.0764, 1.7164, 1.7495}, 664 { 1.8512, 1.5105, 1.8547, 1.2516, 1.2011, 0, 1.8725, 2.0820, 1.9149, 1.4559}, 665 { 1.3793, 1.5369, 1.8704, 1.9369, 1.9955, 1.8725, 0, 1.3483, 1.3632, 1.9013}, 666 { 1.6654, 2.0667, 1.5173, 1.8912, 2.0764, 2.0820, 1.3483, 0, 1.5366, 2.2512}, 667 { 1.1869, 1.4355, 1.5209, 2.0170, 1.7164, 1.9149, 1.3632, 1.5366, 0, 1.7923}, 668 { 1.8156, 0.9602, 2.0519, 1.9613, 1.7495, 1.4559, 1.9013, 2.2512, 1.7923, 0}, 669 }, 670 new double[,] { 671 { 14.7781, 11.7510, 10.0394, 10.5489, 10.7184, 10.3248, 11.6660, 10.8814, 12.1567, 10.4351}, 672 { 11.7510, 14.7781, 9.7898, 10.1506, 11.0167, 11.3155, 11.2432, 9.6139, 11.5176, 12.7049}, 673 { 10.0394, 9.7898, 14.7781, 10.2506, 10.6319, 10.3138, 10.2646, 11.2970, 11.2870, 9.6657}, 674 { 10.5489, 10.1506, 10.2506, 14.7781, 11.2517, 11.9945, 10.0521, 10.1990, 9.7856, 9.9719}, 675 { 10.7184, 11.0167, 10.6319, 11.2517, 14.7781, 12.1214, 9.8583, 9.5798, 10.7329, 10.6348}, 676 { 10.3248, 11.3155, 10.3138, 11.9945, 12.1214, 14.7781, 10.2581, 9.5600, 10.1233, 11.4631}, 677 { 11.6660, 11.2432, 10.2646, 10.0521, 9.8583, 10.2581, 14.7781, 11.7468, 11.7082, 10.1669}, 678 { 10.8814, 9.6139, 11.2970, 10.1990, 9.5798, 9.5600, 11.7468, 14.7781, 11.2438, 8.9219}, 679 { 12.1567, 11.5176, 11.2870, 9.7856, 10.7329, 10.1233, 11.7082, 11.2438, 14.7781, 10.5061}, 680 { 10.4351, 12.7049, 9.6657, 9.9719, 10.6348, 11.4631, 10.1669, 8.9219, 10.5061, 14.7781}, 681 }, 682 } 683 ); 684 685 cov = new CovarianceMaternIso(); 686 cov.DParameter.Value = cov.DParameter.ValidValues.Single(x => x.Value == 5); 687 TestCovarianceFunction(cov, 0, 688 new double[,] 689 { 690 { 0.4963, 0.4629, 0.7958, 0.4817, 0.6753, 0.4255, 0.5810, 0.6685, 0.5725, 0.7486}, 691 { 0.5375, 0.6197, 0.6264, 0.5193, 0.6481, 0.4570, 0.5867, 0.7507, 0.6331, 0.7303}, 692 { 0.6974, 0.6718, 0.7832, 0.6029, 0.4847, 0.7108, 0.7752, 0.5786, 0.6764, 0.7668}, 693 { 0.7008, 0.4727, 0.7030, 0.6342, 0.3873, 0.5056, 0.8402, 0.8250, 0.8069, 0.7559}, 694 { 0.8305, 0.5116, 0.6914, 0.8494, 0.3535, 0.4049, 0.7134, 0.8794, 0.8623, 0.8060}, 695 { 0.8184, 0.6530, 0.6190, 0.7654, 0.4121, 0.5105, 0.8132, 0.9232, 0.9256, 0.8074}, 696 { 0.5305, 0.6769, 0.6464, 0.4943, 0.8153, 0.4853, 0.5691, 0.5426, 0.5794, 0.7499}, 697 { 0.5286, 0.5443, 0.7399, 0.4706, 0.6283, 0.5390, 0.6115, 0.4648, 0.5395, 0.7071}, 698 { 0.5557, 0.6117, 0.8085, 0.5280, 0.7191, 0.5164, 0.5987, 0.6022, 0.5864, 0.7862}, 699 { 0.4982, 0.6333, 0.5441, 0.4557, 0.5488, 0.5273, 0.6028, 0.7375, 0.6019, 0.6350}, 700 }, 701 new double[][,] 702 { 703 new double[,] { 704 { 0, 0.3844, 0.5881, 0.5499, 0.5324, 0.5694, 0.3987, 0.5135, 0.3134, 0.5603}, 705 { 0.3844, 0, 0.5987, 0.5817, 0.4964, 0.4543, 0.4650, 0.6029, 0.4230, 0.2154}, 706 { 0.5881, 0.5987, 0, 0.5749, 0.5416, 0.5703, 0.5739, 0.4571, 0.4586, 0.6019}, 707 { 0.5499, 0.5817, 0.5749, 0, 0.4638, 0.3422, 0.5874, 0.5785, 0.5988, 0.5915}, 708 { 0.5324, 0.4964, 0.5416, 0.4638, 0, 0.3197, 0.5963, 0.6034, 0.5308, 0.5413}, 709 { 0.5694, 0.4543, 0.5703, 0.3422, 0.3197, 0, 0.5744, 0.6036, 0.5833, 0.4316}, 710 { 0.3987, 0.4650, 0.5739, 0.5874, 0.5963, 0.5744, 0, 0.3852, 0.3917, 0.5806}, 711 { 0.5135, 0.6029, 0.4571, 0.5785, 0.6034, 0.6036, 0.3852, 0, 0.4649, 0.5937}, 712 { 0.3134, 0.4230, 0.4586, 0.5988, 0.5308, 0.5833, 0.3917, 0.4649, 0, 0.5539}, 713 { 0.5603, 0.2154, 0.6019, 0.5915, 0.5413, 0.4316, 0.5806, 0.5937, 0.5539, 0}, 714 }, 715 new double[,] { 716 { 2.0000, 1.5097, 0.9901, 1.1464, 1.1989, 1.0773, 1.4852, 1.2492, 1.6213, 1.1113}, 717 { 1.5097, 2.0000, 0.9152, 1.0239, 1.2908, 1.3817, 1.3599, 0.8633, 1.4419, 1.7557}, 718 { 0.9901, 0.9152, 2.0000, 1.0545, 1.1721, 1.0739, 1.0588, 1.3761, 1.3731, 0.8785}, 719 { 1.1464, 1.0239, 1.0545, 2.0000, 1.3625, 1.5777, 0.9939, 1.0387, 0.9139, 0.9697}, 720 { 1.1989, 1.2908, 1.1721, 1.3625, 2.0000, 1.6120, 0.9356, 0.8534, 1.2033, 1.1730}, 721 { 1.0773, 1.3817, 1.0739, 1.5777, 1.6120, 2.0000, 1.0568, 0.8477, 1.0156, 1.4258}, 722 { 1.4852, 1.3599, 1.0588, 0.9939, 0.9356, 1.0568, 2.0000, 1.5084, 1.4974, 1.0289}, 723 { 1.2492, 0.8633, 1.3761, 1.0387, 0.8534, 0.8477, 1.5084, 2.0000, 1.3601, 0.6706}, 724 { 1.6213, 1.4419, 1.3731, 0.9139, 1.2033, 1.0156, 1.4974, 1.3601, 2.0000, 1.1332}, 725 { 1.1113, 1.7557, 0.8785, 0.9697, 1.1730, 1.4258, 1.0289, 0.6706, 1.1332, 2.0000}, 726 }, 727 } 728 ); 729 730 cov = new CovarianceMaternIso(); 731 cov.DParameter.Value = cov.DParameter.ValidValues.Single(x => x.Value == 5); 732 TestCovarianceFunction(cov, 1, 733 new double[,] 734 { 735 { 6.5823, 6.4972, 7.1422, 6.5459, 6.9521, 6.3944, 6.7729, 6.9402, 6.7551, 7.0723}, 736 { 6.6790, 6.8501, 6.8629, 6.6372, 6.9035, 6.4817, 6.7847, 7.0756, 6.8757, 7.0436}, 737 { 6.9899, 6.9460, 7.1241, 6.8172, 6.5535, 7.0122, 7.1124, 6.7680, 6.9540, 7.0999}, 738 { 6.9957, 6.5229, 6.9993, 6.8778, 6.2792, 6.6048, 7.2033, 7.1828, 7.1579, 7.0835}, 739 { 7.1904, 6.6190, 6.9797, 7.2154, 6.1675, 6.3337, 7.0164, 7.2536, 7.2321, 7.1567}, 740 { 7.1739, 6.9125, 6.8488, 7.0978, 6.3553, 6.6166, 7.1667, 7.3062, 7.3089, 7.1586}, 741 { 6.6630, 6.9549, 6.9004, 6.5773, 7.1696, 6.5549, 6.7481, 6.6904, 6.7696, 7.0742}, 742 { 6.6587, 6.6943, 7.0587, 6.5173, 6.8667, 6.6823, 6.8343, 6.5023, 6.6835, 7.0060}, 743 { 6.7194, 6.8347, 7.1602, 6.6574, 7.0257, 6.6305, 6.8089, 6.8159, 6.7840, 7.1284}, 744 { 6.5868, 6.8760, 6.6937, 6.4782, 6.7042, 6.6558, 6.8171, 7.0551, 6.8153, 6.8793}, 745 }, 746 new double[][,] 747 { 748 new double[,] { 749 { 0, 0.5862, 1.4459, 1.1551, 1.0644, 1.2798, 0.6204, 0.9803, 0.4359, 1.2178}, 750 { 0.5862, 0, 1.5974, 1.3802, 0.9128, 0.7716, 0.8048, 1.7072, 0.6825, 0.2685}, 751 { 1.4459, 1.5974, 0, 1.3222, 1.1103, 1.2860, 1.3141, 0.7801, 0.7846, 1.6746}, 752 { 1.1551, 1.3802, 1.3222, 0, 0.8009, 0.4933, 1.4383, 1.3520, 1.5999, 1.4863}, 753 { 1.0644, 0.9128, 1.1103, 0.8009, 0, 0.4481, 1.5552, 1.7288, 1.0568, 1.1088}, 754 { 1.2798, 0.7716, 1.2860, 0.4933, 0.4481, 0, 1.3179, 1.7414, 1.3962, 0.7060}, 755 { 0.6204, 0.8048, 1.3141, 1.4383, 1.5552, 1.3179, 0, 0.5878, 0.6033, 1.3707}, 756 { 0.9803, 1.7072, 0.7801, 1.3520, 1.7288, 1.7414, 0.5878, 0, 0.8045, 2.1597}, 757 { 0.4359, 0.6825, 0.7846, 1.5999, 1.0568, 1.3962, 0.6033, 0.8045, 0, 1.1785}, 758 { 1.2178, 0.2685, 1.6746, 1.4863, 1.1088, 0.7060, 1.3707, 2.1597, 1.1785, 0}, 759 }, 760 new double[,] { 761 { 14.7781, 14.1637, 13.1581, 13.5134, 13.6208, 13.3631, 14.1260, 13.7191, 14.3263, 13.4382}, 762 { 14.1637, 14.7781, 12.9663, 13.2398, 13.7972, 13.9577, 13.9203, 12.8239, 14.0574, 14.5034}, 763 { 13.1581, 12.9663, 14.7781, 13.3113, 13.5666, 13.3555, 13.3212, 13.9482, 13.9431, 12.8665}, 764 { 13.5134, 13.2398, 13.3113, 14.7781, 13.9248, 14.2646, 13.1676, 13.2747, 12.9630, 13.1074}, 765 { 13.6208, 13.7972, 13.5666, 13.9248, 14.7781, 14.3133, 13.0201, 12.7957, 13.6298, 13.5685}, 766 { 13.3631, 13.9577, 13.3555, 14.2646, 14.3133, 14.7781, 13.3166, 12.7791, 13.2200, 14.0312}, 767 { 14.1260, 13.9203, 13.3212, 13.1676, 13.0201, 13.3166, 14.7781, 14.1618, 14.1449, 13.2516}, 768 { 13.7191, 12.8239, 13.9482, 13.2747, 12.7957, 12.7791, 14.1618, 14.7781, 13.9207, 12.2062}, 769 { 14.3263, 14.0574, 13.9431, 12.9630, 13.6298, 13.2200, 14.1449, 13.9207, 14.7781, 13.4853}, 770 { 13.4382, 14.5034, 12.8665, 13.1074, 13.5685, 14.0312, 13.2516, 12.2062, 13.4853, 14.7781}, 771 }, 772 } 773 ); 774 254 775 } 255 776 … … 278 799 279 800 [TestMethod] 801 public void CovLinearArdTest() { 802 TestCovarianceFunction(new CovarianceLinearArd(), 0, 803 new double[,] 804 { 805 { 0.9089, 0.9972, 1.8813, 0.8618, 2.0022, 1.5168, 1.2612, 1.1009, 0.9506, 1.3851}, 806 { 0.4654, 0.7437, 1.1757, 0.4150, 1.4523, 1.0699, 0.7535, 0.6763, 0.5206, 0.8497}, 807 { 1.3719, 1.4959, 2.0386, 1.2323, 1.8810, 2.1422, 1.6645, 1.1482, 1.2603, 1.5724}, 808 { 0.8471, 0.6576, 1.4267, 0.7465, 1.1331, 1.3215, 1.1946, 0.9029, 0.8677, 1.0329}, 809 { 0.7965, 0.5520, 1.2342, 0.7932, 0.8598, 0.9288, 0.8927, 0.7688, 0.7360, 0.9016}, 810 { 0.5306, 0.5096, 0.8879, 0.4618, 0.7612, 0.8960, 0.7367, 0.5462, 0.5288, 0.6475}, 811 { 0.8779, 1.2411, 1.6264, 0.7940, 2.0553, 1.5512, 1.1513, 0.8304, 0.8693, 1.2945}, 812 { 1.4220, 1.6025, 2.2818, 1.2950, 2.3982, 2.1948, 1.7607, 1.2347, 1.3535, 1.7961}, 813 { 1.0929, 1.3303, 1.9743, 1.0277, 2.1337, 1.7820, 1.3686, 1.0950, 1.0529, 1.5034}, 814 { 0.3405, 0.7064, 0.9979, 0.2372, 1.2538, 1.1478, 0.7212, 0.6071, 0.4222, 0.6815}, 815 }, 816 new double[][,] 817 { 818 new double[,] 819 { 820 { -0.3483, -0.0415, -0.7534, -0.7885, -0.4097, -0.4084, -0.2818, -0.7512, -0.3081, -0.0928}, 821 { -0.0415, -0.0049, -0.0897, -0.0939, -0.0488, -0.0486, -0.0336, -0.0895, -0.0367, -0.0111}, 822 { -0.7534, -0.0897, -1.6297, -1.7057, -0.8863, -0.8834, -0.6097, -1.6250, -0.6666, -0.2008}, 823 { -0.7885, -0.0939, -1.7057, -1.7853, -0.9276, -0.9246, -0.6381, -1.7008, -0.6976, -0.2101}, 824 { -0.4097, -0.0488, -0.8863, -0.9276, -0.4820, -0.4804, -0.3316, -0.8837, -0.3625, -0.1092}, 825 { -0.4084, -0.0486, -0.8834, -0.9246, -0.4804, -0.4788, -0.3305, -0.8808, -0.3613, -0.1088}, 826 { -0.2818, -0.0336, -0.6097, -0.6381, -0.3316, -0.3305, -0.2281, -0.6079, -0.2494, -0.0751}, 827 { -0.7512, -0.0895, -1.6250, -1.7008, -0.8837, -0.8808, -0.6079, -1.6204, -0.6646, -0.2002}, 828 { -0.3081, -0.0367, -0.6666, -0.6976, -0.3625, -0.3613, -0.2494, -0.6646, -0.2726, -0.0821}, 829 { -0.0928, -0.0111, -0.2008, -0.2101, -0.1092, -0.1088, -0.0751, -0.2002, -0.0821, -0.0247}, 830 }, 831 new double[,] 832 { 833 { -1.2177, -0.6082, -0.3772, -0.6303, -0.1506, -0.2060, -1.4702, -1.4921, -0.8977, -0.0933}, 834 { -0.6082, -0.3037, -0.1884, -0.3148, -0.0752, -0.1029, -0.7343, -0.7452, -0.4483, -0.0466}, 835 { -0.3772, -0.1884, -0.1168, -0.1952, -0.0466, -0.0638, -0.4554, -0.4622, -0.2781, -0.0289}, 836 { -0.6303, -0.3148, -0.1952, -0.3263, -0.0780, -0.1066, -0.7610, -0.7723, -0.4646, -0.0483}, 837 { -0.1506, -0.0752, -0.0466, -0.0780, -0.0186, -0.0255, -0.1818, -0.1845, -0.1110, -0.0115}, 838 { -0.2060, -0.1029, -0.0638, -0.1066, -0.0255, -0.0348, -0.2487, -0.2524, -0.1519, -0.0158}, 839 { -1.4702, -0.7343, -0.4554, -0.7610, -0.1818, -0.2487, -1.7751, -1.8015, -1.0838, -0.1127}, 840 { -1.4921, -0.7452, -0.4622, -0.7723, -0.1845, -0.2524, -1.8015, -1.8283, -1.0999, -0.1143}, 841 { -0.8977, -0.4483, -0.2781, -0.4646, -0.1110, -0.1519, -1.0838, -1.0999, -0.6617, -0.0688}, 842 { -0.0933, -0.0466, -0.0289, -0.0483, -0.0115, -0.0158, -0.1127, -0.1143, -0.0688, -0.0072}, 843 }, 844 new double[,] 845 { 846 { -0.1103, -0.1659, -0.3856, -0.0072, -0.0202, -0.0794, -0.3048, -0.3436, -0.3042, -0.2117}, 847 { -0.1659, -0.2495, -0.5801, -0.0109, -0.0304, -0.1194, -0.4585, -0.5169, -0.4575, -0.3185}, 848 { -0.3856, -0.5801, -1.3487, -0.0253, -0.0706, -0.2776, -1.0661, -1.2017, -1.0638, -0.7406}, 849 { -0.0072, -0.0109, -0.0253, -0.0005, -0.0013, -0.0052, -0.0200, -0.0225, -0.0199, -0.0139}, 850 { -0.0202, -0.0304, -0.0706, -0.0013, -0.0037, -0.0145, -0.0558, -0.0629, -0.0557, -0.0388}, 851 { -0.0794, -0.1194, -0.2776, -0.0052, -0.0145, -0.0571, -0.2194, -0.2473, -0.2189, -0.1524}, 852 { -0.3048, -0.4585, -1.0661, -0.0200, -0.0558, -0.2194, -0.8427, -0.9499, -0.8408, -0.5854}, 853 { -0.3436, -0.5169, -1.2017, -0.0225, -0.0629, -0.2473, -0.9499, -1.0708, -0.9478, -0.6598}, 854 { -0.3042, -0.4575, -1.0638, -0.0199, -0.0557, -0.2189, -0.8408, -0.9478, -0.8390, -0.5841}, 855 { -0.2117, -0.3185, -0.7406, -0.0139, -0.0388, -0.1524, -0.5854, -0.6598, -0.5841, -0.4066}, 856 }, 857 new double[,] 858 { 859 { -0.5984, -0.3242, -0.8147, -0.2068, -0.7514, -0.2007, -0.4031, -0.6844, -0.8535, -0.0887}, 860 { -0.3242, -0.1756, -0.4413, -0.1120, -0.4070, -0.1087, -0.2184, -0.3707, -0.4623, -0.0481}, 861 { -0.8147, -0.4413, -1.1092, -0.2815, -1.0229, -0.2733, -0.5488, -0.9318, -1.1620, -0.1208}, 862 { -0.2068, -0.1120, -0.2815, -0.0714, -0.2596, -0.0694, -0.1393, -0.2365, -0.2949, -0.0307}, 863 { -0.7514, -0.4070, -1.0229, -0.2596, -0.9434, -0.2521, -0.5062, -0.8593, -1.0717, -0.1114}, 864 { -0.2007, -0.1087, -0.2733, -0.0694, -0.2521, -0.0673, -0.1352, -0.2296, -0.2863, -0.0298}, 865 { -0.4031, -0.2184, -0.5488, -0.1393, -0.5062, -0.1352, -0.2716, -0.4611, -0.5750, -0.0598}, 866 { -0.6844, -0.3707, -0.9318, -0.2365, -0.8593, -0.2296, -0.4611, -0.7828, -0.9762, -0.1015}, 867 { -0.8535, -0.4623, -1.1620, -0.2949, -1.0717, -0.2863, -0.5750, -0.9762, -1.2174, -0.1265}, 868 { -0.0887, -0.0481, -0.1208, -0.0307, -0.1114, -0.0298, -0.0598, -0.1015, -0.1265, -0.0132}, 869 }, 870 new double[,] 871 { 872 { -1.7276, -1.4419, -0.9049, -0.8103, -0.8305, -0.5694, -0.9452, -0.9495, -1.5198, -1.4774}, 873 { -1.4419, -1.2034, -0.7552, -0.6763, -0.6932, -0.4752, -0.7889, -0.7925, -1.2684, -1.2331}, 874 { -0.9049, -0.7552, -0.4739, -0.4244, -0.4350, -0.2982, -0.4951, -0.4973, -0.7960, -0.7738}, 875 { -0.8103, -0.6763, -0.4244, -0.3800, -0.3895, -0.2670, -0.4433, -0.4453, -0.7128, -0.6929}, 876 { -0.8305, -0.6932, -0.4350, -0.3895, -0.3993, -0.2737, -0.4544, -0.4565, -0.7306, -0.7102}, 877 { -0.5694, -0.4752, -0.2982, -0.2670, -0.2737, -0.1876, -0.3115, -0.3129, -0.5009, -0.4869}, 878 { -0.9452, -0.7889, -0.4951, -0.4433, -0.4544, -0.3115, -0.5171, -0.5195, -0.8315, -0.8083}, 879 { -0.9495, -0.7925, -0.4973, -0.4453, -0.4565, -0.3129, -0.5195, -0.5218, -0.8353, -0.8120}, 880 { -1.5198, -1.2684, -0.7960, -0.7128, -0.7306, -0.5009, -0.8315, -0.8353, -1.3369, -1.2997}, 881 { -1.4774, -1.2331, -0.7738, -0.6929, -0.7102, -0.4869, -0.8083, -0.8120, -1.2997, -1.2634}, 882 }, 883 } 884 ); 885 886 TestCovarianceFunction(new CovarianceLinearArd(), 1, 887 new double[,] 888 { 889 { 0.1230, 0.1350, 0.2546, 0.1166, 0.2710, 0.2053, 0.1707, 0.1490, 0.1287, 0.1875}, 890 { 0.0630, 0.1006, 0.1591, 0.0562, 0.1965, 0.1448, 0.1020, 0.0915, 0.0705, 0.1150}, 891 { 0.1857, 0.2024, 0.2759, 0.1668, 0.2546, 0.2899, 0.2253, 0.1554, 0.1706, 0.2128}, 892 { 0.1146, 0.0890, 0.1931, 0.1010, 0.1533, 0.1788, 0.1617, 0.1222, 0.1174, 0.1398}, 893 { 0.1078, 0.0747, 0.1670, 0.1074, 0.1164, 0.1257, 0.1208, 0.1040, 0.0996, 0.1220}, 894 { 0.0718, 0.0690, 0.1202, 0.0625, 0.1030, 0.1213, 0.0997, 0.0739, 0.0716, 0.0876}, 895 { 0.1188, 0.1680, 0.2201, 0.1075, 0.2781, 0.2099, 0.1558, 0.1124, 0.1176, 0.1752}, 896 { 0.1924, 0.2169, 0.3088, 0.1753, 0.3246, 0.2970, 0.2383, 0.1671, 0.1832, 0.2431}, 897 { 0.1479, 0.1800, 0.2672, 0.1391, 0.2888, 0.2412, 0.1852, 0.1482, 0.1425, 0.2035}, 898 { 0.0461, 0.0956, 0.1351, 0.0321, 0.1697, 0.1553, 0.0976, 0.0822, 0.0571, 0.0922}, 899 }, 900 new double[][,] 901 { 902 new double[,] 903 { 904 { -0.0471, -0.0056, -0.1020, -0.1067, -0.0554, -0.0553, -0.0381, -0.1017, -0.0417, -0.0126}, 905 { -0.0056, -0.0007, -0.0121, -0.0127, -0.0066, -0.0066, -0.0045, -0.0121, -0.0050, -0.0015}, 906 { -0.1020, -0.0121, -0.2206, -0.2308, -0.1199, -0.1196, -0.0825, -0.2199, -0.0902, -0.0272}, 907 { -0.1067, -0.0127, -0.2308, -0.2416, -0.1255, -0.1251, -0.0864, -0.2302, -0.0944, -0.0284}, 908 { -0.0554, -0.0066, -0.1199, -0.1255, -0.0652, -0.0650, -0.0449, -0.1196, -0.0491, -0.0148}, 909 { -0.0553, -0.0066, -0.1196, -0.1251, -0.0650, -0.0648, -0.0447, -0.1192, -0.0489, -0.0147}, 910 { -0.0381, -0.0045, -0.0825, -0.0864, -0.0449, -0.0447, -0.0309, -0.0823, -0.0337, -0.0102}, 911 { -0.1017, -0.0121, -0.2199, -0.2302, -0.1196, -0.1192, -0.0823, -0.2193, -0.0899, -0.0271}, 912 { -0.0417, -0.0050, -0.0902, -0.0944, -0.0491, -0.0489, -0.0337, -0.0899, -0.0369, -0.0111}, 913 { -0.0126, -0.0015, -0.0272, -0.0284, -0.0148, -0.0147, -0.0102, -0.0271, -0.0111, -0.0033}, 914 }, 915 new double[,] 916 { 917 { -0.1648, -0.0823, -0.0510, -0.0853, -0.0204, -0.0279, -0.1990, -0.2019, -0.1215, -0.0126}, 918 { -0.0823, -0.0411, -0.0255, -0.0426, -0.0102, -0.0139, -0.0994, -0.1008, -0.0607, -0.0063}, 919 { -0.0510, -0.0255, -0.0158, -0.0264, -0.0063, -0.0086, -0.0616, -0.0625, -0.0376, -0.0039}, 920 { -0.0853, -0.0426, -0.0264, -0.0442, -0.0105, -0.0144, -0.1030, -0.1045, -0.0629, -0.0065}, 921 { -0.0204, -0.0102, -0.0063, -0.0105, -0.0025, -0.0034, -0.0246, -0.0250, -0.0150, -0.0016}, 922 { -0.0279, -0.0139, -0.0086, -0.0144, -0.0034, -0.0047, -0.0337, -0.0342, -0.0206, -0.0021}, 923 { -0.1990, -0.0994, -0.0616, -0.1030, -0.0246, -0.0337, -0.2402, -0.2438, -0.1467, -0.0152}, 924 { -0.2019, -0.1008, -0.0625, -0.1045, -0.0250, -0.0342, -0.2438, -0.2474, -0.1489, -0.0155}, 925 { -0.1215, -0.0607, -0.0376, -0.0629, -0.0150, -0.0206, -0.1467, -0.1489, -0.0896, -0.0093}, 926 { -0.0126, -0.0063, -0.0039, -0.0065, -0.0016, -0.0021, -0.0152, -0.0155, -0.0093, -0.0010}, 927 }, 928 new double[,] 929 { 930 { -0.0149, -0.0224, -0.0522, -0.0010, -0.0027, -0.0107, -0.0413, -0.0465, -0.0412, -0.0287}, 931 { -0.0224, -0.0338, -0.0785, -0.0015, -0.0041, -0.0162, -0.0621, -0.0700, -0.0619, -0.0431}, 932 { -0.0522, -0.0785, -0.1825, -0.0034, -0.0096, -0.0376, -0.1443, -0.1626, -0.1440, -0.1002}, 933 { -0.0010, -0.0015, -0.0034, -0.0001, -0.0002, -0.0007, -0.0027, -0.0030, -0.0027, -0.0019}, 934 { -0.0027, -0.0041, -0.0096, -0.0002, -0.0005, -0.0020, -0.0076, -0.0085, -0.0075, -0.0052}, 935 { -0.0107, -0.0162, -0.0376, -0.0007, -0.0020, -0.0077, -0.0297, -0.0335, -0.0296, -0.0206}, 936 { -0.0413, -0.0621, -0.1443, -0.0027, -0.0076, -0.0297, -0.1140, -0.1286, -0.1138, -0.0792}, 937 { -0.0465, -0.0700, -0.1626, -0.0030, -0.0085, -0.0335, -0.1286, -0.1449, -0.1283, -0.0893}, 938 { -0.0412, -0.0619, -0.1440, -0.0027, -0.0075, -0.0296, -0.1138, -0.1283, -0.1136, -0.0790}, 939 { -0.0287, -0.0431, -0.1002, -0.0019, -0.0052, -0.0206, -0.0792, -0.0893, -0.0790, -0.0550}, 940 }, 941 new double[,] 942 { 943 { -0.0810, -0.0439, -0.1103, -0.0280, -0.1017, -0.0272, -0.0546, -0.0926, -0.1155, -0.0120}, 944 { -0.0439, -0.0238, -0.0597, -0.0152, -0.0551, -0.0147, -0.0296, -0.0502, -0.0626, -0.0065}, 945 { -0.1103, -0.0597, -0.1501, -0.0381, -0.1384, -0.0370, -0.0743, -0.1261, -0.1573, -0.0163}, 946 { -0.0280, -0.0152, -0.0381, -0.0097, -0.0351, -0.0094, -0.0189, -0.0320, -0.0399, -0.0041}, 947 { -0.1017, -0.0551, -0.1384, -0.0351, -0.1277, -0.0341, -0.0685, -0.1163, -0.1450, -0.0151}, 948 { -0.0272, -0.0147, -0.0370, -0.0094, -0.0341, -0.0091, -0.0183, -0.0311, -0.0388, -0.0040}, 949 { -0.0546, -0.0296, -0.0743, -0.0189, -0.0685, -0.0183, -0.0368, -0.0624, -0.0778, -0.0081}, 950 { -0.0926, -0.0502, -0.1261, -0.0320, -0.1163, -0.0311, -0.0624, -0.1059, -0.1321, -0.0137}, 951 { -0.1155, -0.0626, -0.1573, -0.0399, -0.1450, -0.0388, -0.0778, -0.1321, -0.1648, -0.0171}, 952 { -0.0120, -0.0065, -0.0163, -0.0041, -0.0151, -0.0040, -0.0081, -0.0137, -0.0171, -0.0018}, 953 }, 954 new double[,] 955 { 956 { -0.2338, -0.1951, -0.1225, -0.1097, -0.1124, -0.0771, -0.1279, -0.1285, -0.2057, -0.1999}, 957 { -0.1951, -0.1629, -0.1022, -0.0915, -0.0938, -0.0643, -0.1068, -0.1072, -0.1717, -0.1669}, 958 { -0.1225, -0.1022, -0.0641, -0.0574, -0.0589, -0.0404, -0.0670, -0.0673, -0.1077, -0.1047}, 959 { -0.1097, -0.0915, -0.0574, -0.0514, -0.0527, -0.0361, -0.0600, -0.0603, -0.0965, -0.0938}, 960 { -0.1124, -0.0938, -0.0589, -0.0527, -0.0540, -0.0370, -0.0615, -0.0618, -0.0989, -0.0961}, 961 { -0.0771, -0.0643, -0.0404, -0.0361, -0.0370, -0.0254, -0.0422, -0.0423, -0.0678, -0.0659}, 962 { -0.1279, -0.1068, -0.0670, -0.0600, -0.0615, -0.0422, -0.0700, -0.0703, -0.1125, -0.1094}, 963 { -0.1285, -0.1072, -0.0673, -0.0603, -0.0618, -0.0423, -0.0703, -0.0706, -0.1130, -0.1099}, 964 { -0.2057, -0.1717, -0.1077, -0.0965, -0.0989, -0.0678, -0.1125, -0.1130, -0.1809, -0.1759}, 965 { -0.1999, -0.1669, -0.1047, -0.0938, -0.0961, -0.0659, -0.1094, -0.1099, -0.1759, -0.1710}, 966 }, 967 } 968 ); 969 } 970 971 972 [TestMethod] 280 973 public void CovPeriodicTest() { 281 974 TestCovarianceFunction(new CovariancePeriodic(), 0, … … 297 990 new double[,] 298 991 { 299 { 0.0883, 0.3624, 0.5578, 0.1949, 0.7358, 0.6487, 0.2984, 0.7338, 0.2296, 0.6286},300 { 0. 0211, 0.5833, 0.6197, 0.0027, 0.7026, 0.4160, 0.3448, 0.6246, 0.6512, 0.6645},301 { 0. 7208, 0.7352, 0.5721, 0.4719, 0.1707, 0.7008, 0.5831, 0.2792, 0.7357, 0.5962},302 { 0. 7162, 0.2728, 0.7132, 0.6561, 0.7349, 0.0401, 0.5435, 0.5416, 0.5487, 0.6150},303 { 0. 5414, 0.0183, 0.7276, 0.5484, 0.6728, 0.7228, 0.6963, 0.5851, 0.5603, 0.5493},304 { 0. 5430, 0.7140, 0.5794, 0.5986, 0.7046, 0.0216, 0.5451, 0.6879, 0.6941, 0.5484},305 { 0. 0050, 0.7357, 0.6982, 0.1011, 0.5441, 0.1662, 0.2038, 0.0396, 0.2855, 0.6263},306 { 0. 0025, 0.0470, 0.6457, 0.2925, 0.6298, 0.0258, 0.5324, 0.3451, 0.0275, 0.7069},307 { 0. 1088, 0.5338, 0.5476, 0.0019, 0.6859, 0.0068, 0.4402, 0.4667, 0.3421, 0.5684},308 { 0. 0774, 0.6520, 0.0457, 0.4271, 0.0686, 0.0013, 0.4709, 0.6502, 0.4644, 0.6594},309 }, 310 new double[,] 311 { 312 { 1.8911, 3.5259, -0.1726, 2.7462, -1.7412, 3.7725, -2.7071, -1.8853, -2.5019, -0.5552},313 { -0. 8840, -2.8021, -2.7150, 0.3273, -2.3218, 3.6802, -2.8022, -0.5330, -2.6079, -0.7758},314 { -1.2996, -1.8154, -0.2547, -2.9071, 2.5861, -1.0654, -0.3131, -2.6579, -1.7190, -0.3814},315 { - 1.2366, 3.1709, -1.1989, -2.5877, 2.7645, 1.2794, 0.0523, -0.0174, -0.1087, -0.4806},316 { 0.0086, 0.8629, -1.4146, 0.0921, 1.6565, 3.3174, -1.0231, 0.2231, 0.1477, -0.1137},317 { -0. 0491, -2.2183, -2.8095, -0.3938, 3.5099, 0.9382, -0.0753, 0.4427, 0.4556, -0.1062},318 { -0. 4372, -1.7059, -2.3555, 2.0194, -0.0642, 2.5547, -2.4014, -1.1924, -2.6748, -0.5422},319 { - 0.3101, -1.2911, -0.6547, 3.2602, -2.6843, -0.9727, -2.8761, 3.4673, -1.0044, -1.1276},320 { - 1.8766, -2.8747, -0.0998, -0.2703, -0.9342, 0.5245, -2.9018, -2.9072, -2.7976, -0.2342},321 { 1.7731, -2.6049, -1.2740, 3.7069, -1.5344, -0.2241, -2.9071, -0.6824, -2.9071, -2.5738},322 }, 323 new double[,] 324 { 325 { 1.9096, 1.5931, 0.2877, 1.7941, 0.7384, 1.1215, 1.6733, 0.7902, 1.7547, 0.3763},326 { 1.9788, 1.2580, 1.1862, 1.9973, 0.9676, 1.5216, 1.6156, 0.3704, 1.1157, 0.4367},327 { 0.5925, 0.7648, 0.3033, 1.4416, 1.8211, 0.5208, 0.3160, 1.6965, 0.7306, 0.3320},328 { 0.5729, 1.7041, 0.5612, 1.1037, 0.7004, 1.9595, 0.2729, 0.2709, 0.2781, 0.3568},329 { 0.2707, 1.9816, 0.6289, 0.2779, 0.4531, 0.8782, 0.5082, 0.3184, 0.2903, 0.2788},330 { 0.2723, 0.9219, 1.2651, 0.3350, 0.9602, 1.9782, 0.2744, 0.4870, 0.5024, 0.2778},331 { 1.9950, 0.7261, 0.9832, 1.8961, 0.2735, 1.8260, 1.7841, 1.9600, 1.6889, 0.3729},332 { 1. 9975, 1.9524, 0.4031, 1.6805, 1.1645, 1.9741, 1.3471, 1.6152, 1.9723, 0.5395},333 { 1.8880, 1.3447, 0.2770, 1.9981, 0.4821, 1.9932, 1.4877, 1.4494, 1.6190, 0.2991},334 { 1. 9210, 1.1139, 1.9538, 1.5061, 1.9301, 1.9987, 1.4432, 0.4107, 1.4528, 1.0956},335 }, 336 } 337 );992 { 0, 0.6171, 0.0967, 0.2357, 0.4461, 0.0247, 0.6403, 0.6107, 0.5464, 0.1081}, 993 { 0.6171, 0, 0.4105, 0.0173, 0.6953, 0.7281, 0.7351, 0.6132, 0.6825, 0.5825}, 994 { 0.0967, 0.4105, 0, 0.0012, 0.3397, 0.0195, 0.0034, 0.7305, 0.7317, 0.5618}, 995 { 0.2357, 0.0173, 0.0012, 0, 0.7346, 0.5651, 0.0847, 0.0026, 0.4161, 0.1700}, 996 { 0.4461, 0.6953, 0.3397, 0.7346, 0, 0.5493, 0.3178, 0.6422, 0.4630, 0.3434}, 997 { 0.0247, 0.7281, 0.0195, 0.5651, 0.5493, 0, 0.0023, 0.6572, 0.0311, 0.6971}, 998 { 0.6403, 0.7351, 0.0034, 0.0847, 0.3178, 0.0023, 0, 0.6182, 0.6285, 0.0109}, 999 { 0.6107, 0.6132, 0.7305, 0.0026, 0.6422, 0.6572, 0.6182, 0, 0.7351, 0.6230}, 1000 { 0.5464, 0.6825, 0.7317, 0.4161, 0.4630, 0.0311, 0.6285, 0.7351, 0, 0.1843}, 1001 { 0.1081, 0.5825, 0.5618, 0.1700, 0.3434, 0.6971, 0.0109, 0.6230, 0.1843, 0}, 1002 }, 1003 new double[,] 1004 { 1005 { 0, -0.4917, 1.9759, -2.5233, -2.9038, -0.9545, -0.6223, -2.7396, -0.0884, -1.8718}, 1006 { -0.4917, 0, 3.6663, 0.8377, -2.3760, -1.4241, -1.6437, 3.8424, -0.9067, 0.2162}, 1007 { 1.9759, 3.6663, 0, -0.2205, -2.7933, -0.8509, -0.3646, -1.4789, -1.5087, 3.8738}, 1008 { -2.5233, 0.8377, -0.2205, 0, -1.6172, -0.2162, 1.8523, 0.3213, 3.6804, 2.5815}, 1009 { -2.9038, -2.3760, -2.7933, -1.6172, 0, -0.1136, 3.3650, 3.7893, -2.9070, -2.7998}, 1010 { -0.9545, -1.4241, -0.8509, -0.2162, -0.1136, 0, -0.2974, 3.7478, 1.1265, -1.0310}, 1011 { -0.6223, -1.6437, -0.3646, 1.8523, 3.3650, -0.2974, 0, -0.4977, -0.5548, 0.6640}, 1012 { -2.7396, 3.8424, -1.4789, 0.3213, 3.7893, 3.7478, -0.4977, 0, -1.6417, 1.1444}, 1013 { -0.0884, -0.9067, -1.5087, 3.6804, -2.9070, 1.1265, -0.5548, -1.6417, 0, -2.3160}, 1014 { -1.8718, 0.2162, 3.8738, 2.5815, -2.7998, -1.0310, 0.6640, 1.1444, -2.3160, 0}, 1015 }, 1016 new double[,] 1017 { 1018 { 2.0000, 0.3597, 1.9008, 1.7477, 1.4793, 1.9751, 0.3943, 1.2046, 0.2758, 1.8887}, 1019 { 0.3597, 2.0000, 1.5291, 1.9826, 0.9929, 0.6320, 0.7047, 1.1997, 0.4741, 0.3153}, 1020 { 1.9008, 1.5291, 2.0000, 1.9988, 1.6221, 1.9804, 1.9966, 0.6498, 0.6595, 1.2969}, 1021 { 1.7477, 1.9826, 1.9988, 2.0000, 0.6957, 0.2956, 1.9134, 1.9974, 1.5215, 1.8218}, 1022 { 1.4793, 0.9929, 1.6221, 0.6957, 2.0000, 0.2787, 1.6495, 1.1369, 1.4549, 1.6174}, 1023 { 1.9751, 0.6320, 1.9804, 0.2956, 0.2787, 2.0000, 1.9977, 1.1010, 1.9686, 0.5106}, 1024 { 0.3943, 0.7047, 1.9966, 1.9134, 1.6495, 1.9977, 2.0000, 0.3612, 0.3762, 1.9891}, 1025 { 1.2046, 1.1997, 0.6498, 1.9974, 1.1369, 1.1010, 0.3612, 2.0000, 0.7040, 0.3681}, 1026 { 0.2758, 0.4741, 0.6595, 1.5215, 1.4549, 1.9686, 0.3762, 0.7040, 2.0000, 1.8059}, 1027 { 1.8887, 0.3153, 1.2969, 1.8218, 1.6174, 0.5106, 1.9891, 0.3681, 1.8059, 2.0000}, 1028 }, 1029 } 1030 , 5e-3); 338 1031 TestCovarianceFunction(new CovariancePeriodic(), 1, 339 1032 new double[,] … … 354 1047 new double[,] 355 1048 { 356 { 2.7658, 2.8666, 1.3028, 2.8119, 1.9878, 2.9569, 2.4420, 2.0231, 2.4786, 1.5821}, 357 { 2.6198, 2.2663, 2.2343, 2.6874, 2.1274, 2.8825, 2.4171, 1.5700, 2.2016, 1.6875}, 358 { 1.8698, 2.0061, 1.3786, 2.3444, 2.8027, 1.7965, 1.4262, 2.4522, 1.9823, 1.4760}, 359 { 1.8510, 2.8387, 1.8395, 2.1959, 3.0210, 2.7352, 1.0285, 1.1240, 1.2352, 1.5397}, 360 { 1.0892, 2.7145, 1.9025, 0.9710, 3.0490, 2.9953, 1.7820, 0.7805, 0.8894, 1.2407}, 361 { 1.1645, 2.1025, 2.2694, 1.4845, 2.9828, 2.7182, 1.1965, 0.4978, 0.4823, 1.2323}, 362 { 2.6463, 1.9790, 2.1357, 2.7724, 1.1832, 2.8010, 2.4926, 2.6000, 2.4488, 1.5751}, 363 { 2.6534, 2.5933, 1.6329, 2.8450, 2.2244, 2.6143, 2.3047, 2.8613, 2.6123, 1.8170}, 364 { 2.5480, 2.3036, 1.2251, 2.6556, 1.7503, 2.6975, 2.3636, 2.3476, 2.4186, 1.3608}, 365 { 2.7599, 2.2008, 2.5944, 2.8858, 2.5757, 2.6581, 2.3450, 1.6460, 2.3490, 2.1920}, 366 }, 367 new double[,] 368 { 369 { 1.2575, 1.0910, 1.1185, 1.1908, 1.4623, 0.8439, 1.4825, 1.4718, 1.4712, 1.2892}, 370 { 1.3993, 1.5049, 1.5043, 1.3445, 1.4935, 1.0563, 1.4887, 1.2825, 1.5024, 1.3439}, 371 { 1.4231, 1.4673, 1.1682, 1.5008, 1.2052, 1.3938, 1.1981, 1.4796, 1.4607, 1.2285}, 372 { 1.4160, 1.1451, 1.4114, 1.5019, 0.5165, 1.2949, 0.9209, 0.9927, 1.0722, 1.2656}, 373 { 0.9668, 1.3176, 1.4350, 0.8763, 0.1550, 0.6776, 1.3876, 0.7218, 0.8114, 1.0761}, 374 { 1.0221, 1.4893, 1.5049, 1.2335, 0.7388, 1.3137, 1.0450, 0.4752, 0.4611, 1.0702}, 375 { 1.3798, 1.4597, 1.4948, 1.2488, 1.0355, 1.2079, 1.4662, 1.4126, 1.4806, 1.2853}, 376 { 1.3741, 1.4168, 1.3163, 1.1334, 1.5039, 1.4032, 1.5040, 1.1017, 1.4045, 1.4024}, 377 { 1.4421, 1.5040, 1.0652, 1.3723, 1.3735, 1.3349, 1.4984, 1.5004, 1.4883, 1.1567}, 378 { 1.2652, 1.5023, 1.4161, 1.0487, 1.4273, 1.3702, 1.5007, 1.3231, 1.5003, 1.5016}, 379 }, 380 new double[,] 381 { 382 { 11.6566, 11.5235, 13.4099, 11.5959, 12.6253, 11.4024, 12.0716, 12.5834, 12.0256, 13.0964}, 383 { 11.8460, 12.2894, 12.3285, 11.7588, 12.4583, 11.5022, 12.1027, 13.1103, 12.3684, 12.9759}, 384 { 12.7645, 12.6035, 13.3256, 12.1932, 11.6081, 12.8500, 13.2725, 12.0588, 12.6318, 13.2165}, 385 { 12.7864, 11.5605, 12.7999, 12.3753, 11.3155, 11.6967, 13.7101, 13.6063, 13.4846, 13.1446}, 386 { 13.6442, 11.7236, 12.7260, 13.7721, 11.2771, 11.3504, 12.8668, 13.9754, 13.8595, 13.4785}, 387 { 13.5621, 12.4883, 12.2856, 13.2070, 11.3674, 11.7187, 13.5272, 14.2715, 14.2876, 13.4877}, 388 { 11.8120, 12.6357, 12.4483, 11.6480, 13.5417, 11.6104, 12.0079, 11.8714, 12.0630, 13.1045}, 389 { 11.8028, 11.8801, 13.0386, 11.5521, 12.3406, 11.8531, 12.2422, 11.5305, 11.8557, 12.8261}, 390 { 11.9378, 12.2435, 13.4957, 11.8000, 12.9036, 11.7458, 12.1694, 12.1892, 12.1009, 13.3455}, 391 { 11.6644, 12.3694, 11.8785, 11.4978, 11.9025, 11.7967, 12.1924, 13.0236, 12.1874, 12.3800}, 392 393 }, 394 } 395 ); 1049 { 0, 1.5463, 2.7702, 2.4754, 2.3601, 2.6154, 1.6170, 2.2426, 1.2120, 2.5484}, 1050 { 1.5463, 0, 2.8809, 2.7132, 2.1407, 1.9051, 1.9633, 2.9438, 1.7399, 0.7903}, 1051 { 2.7702, 2.8809, 0, 2.6583, 2.4199, 2.6219, 2.6503, 1.9201, 1.9281, 2.9266}, 1052 { 2.4754, 2.7132, 2.6583, 0, 1.9565, 1.3445, 2.7639, 2.6871, 2.8826, 2.8025}, 1053 { 2.3601, 2.1407, 2.4199, 1.9565, 0, 1.2406, 2.8530, 2.9544, 2.3499, 2.4179}, 1054 { 2.6154, 1.9051, 2.6219, 1.3445, 1.2406, 0, 2.6541, 2.9603, 2.7276, 1.7848}, 1055 { 1.6170, 1.9633, 2.6503, 2.7639, 2.8530, 2.6541, 0, 1.5498, 1.5819, 2.7045}, 1056 { 2.2426, 2.9438, 1.9201, 2.6871, 2.9544, 2.9603, 1.5498, 0, 1.9628, 3.0510}, 1057 { 1.2120, 1.7399, 1.9281, 2.8826, 2.3499, 2.7276, 1.5819, 1.9628, 0, 2.5033}, 1058 { 2.5484, 0.7903, 2.9266, 2.8025, 2.4179, 1.7848, 2.7045, 3.0510, 2.5033, 0}, 1059 }, 1060 new double[,] 1061 { 1062 { 0, 1.2693, 1.2518, 1.4723, 1.4989, 1.4024, 1.3080, 1.5046, 1.0560, 1.4419}, 1063 { 1.2693, 0, 1.0599, 1.3190, 1.4956, 1.4360, 1.4550, 0.8895, 1.3688, 0.7299}, 1064 { 1.2518, 1.0599, 0, 1.3700, 1.4880, 1.3979, 1.3765, 1.4411, 1.4438, 0.9428}, 1065 { 1.4723, 1.3190, 1.3700, 0, 1.4529, 1.1461, 1.2600, 1.3448, 1.0562, 1.2056}, 1066 { 1.4989, 1.4956, 1.4880, 1.4529, 0, 1.0760, 1.1183, 0.8531, 1.5002, 1.4885}, 1067 { 1.4024, 1.4360, 1.3979, 1.1461, 1.0760, 0, 1.3735, 0.8314, 1.3035, 1.3888}, 1068 { 1.3080, 1.4550, 1.3765, 1.2600, 1.1183, 1.3735, 0, 1.2713, 1.2891, 1.3279}, 1069 { 1.5046, 0.8895, 1.4411, 1.3448, 0.8531, 0.8314, 1.2713, 0, 1.4549, -0.0705}, 1070 { 1.0560, 1.3688, 1.4438, 1.0562, 1.5002, 1.3035, 1.2891, 1.4549, 0, 1.4621}, 1071 { 1.4419, 0.7299, 0.9428, 1.2056, 1.4885, 1.3888, 1.3279, -0.0705, 1.4621, 0}, 1072 }, 1073 new double[,] 1074 { 1075 { 14.7781, 13.1371, 11.6509, 12.0296, 12.1738, 11.8516, 13.0567, 12.3184, 13.5101, 11.9373}, 1076 { 13.1371, 14.7781, 11.5044, 11.7253, 12.4422, 12.7230, 12.6543, 11.4201, 12.9155, 13.9651}, 1077 { 11.6509, 11.5044, 14.7781, 11.7964, 12.0992, 11.8434, 11.8067, 12.7053, 12.6959, 11.4432}, 1078 { 12.0296, 11.7253, 11.7964, 14.7781, 12.6624, 13.3637, 11.6592, 11.7593, 11.5022, 11.6084}, 1079 { 12.1738, 12.4422, 12.0992, 12.6624, 14.7781, 13.4786, 11.5416, 11.4058, 12.1864, 12.1017}, 1080 { 11.8516, 12.7230, 11.8434, 13.3637, 13.4786, 14.7781, 11.8019, 11.3978, 11.7066, 12.8636}, 1081 { 13.0567, 12.6543, 11.8067, 11.6592, 11.5416, 11.8019, 14.7781, 13.1331, 13.0967, 11.7366}, 1082 { 12.3184, 11.4201, 12.7053, 11.7593, 11.4058, 11.3978, 13.1331, 14.7781, 12.6549, 11.2744}, 1083 { 13.5101, 12.9155, 12.6959, 11.5022, 12.1864, 11.7066, 13.0967, 12.6549, 14.7781, 11.9944}, 1084 { 11.9373, 13.9651, 11.4432, 11.6084, 12.1017, 12.8636, 11.7366, 11.2744, 11.9944, 14.7781}, 1085 }, 1086 } 1087 , 5e-3); 396 1088 } 397 1089 … … 417 1109 new double[,] 418 1110 { 419 { 0.0297, 0.0008, 0.1332, 0.0075, 0.0033, 0.1356, 0.1399, 0.0132, 0.0276, 0.0236},420 { 0. 2195, 0.0760, 0.4116, 0.1404, 0.0661, 0.4222, 0.4578, 0.2055, 0.2348, 0.2319},421 { 0. 0517, 0.2064, 0.0070, 0.0939, 0.1720, 0.0010, 0.0006, 0.0824, 0.0593, 0.0831},422 { 0. 0702, 0.1767, 0.0138, 0.1216, 0.1600, 0.0000, 0.0042, 0.1370, 0.0899, 0.1055},423 { 0.0 208, 0.0075, 0.0791, 0.0016, 0.0081, 0.0952, 0.1169, 0.0032, 0.0157, 0.0080},424 { 0.0 210, 0.0090, 0.0729, 0.0016, 0.0093, 0.1198, 0.1302, 0.0035, 0.0169, 0.0083},425 { 0.0 577, 0.0013, 0.1635, 0.0219, 0.0001, 0.2043, 0.1892, 0.0282, 0.0538, 0.0509},426 { 0. 0400, 0.1707, 0.0063, 0.0740, 0.2146, 0.0009, 0.0004, 0.0664, 0.0480, 0.0767},427 { 0.0 484, 0.0001, 0.1696, 0.0163, 0.0003, 0.1943, 0.1752, 0.0224, 0.0430, 0.0403},428 { 0. 1646, 0.0512, 0.3078, 0.0946, 0.0363, 0.4180, 0.4014, 0.1559, 0.1792, 0.1624},429 }, 430 new double[,] 431 { 432 { 0.1891, 0.1240, 0.0820, 0.1696, 0.0031, 0.1707, 0.2043, 0.2781, 0.2004, 0.0972},433 { 0. 0206, 0.0055, 0.0047, 0.0153, 0.1507, 0.0203, 0.0180, 0.0393, 0.0188, 0.0017},434 { 0. 0009, 0.0027, 0.0445, 0.0001, 0.2050, 0.0017, 0.0002, 0.0033, 0.0001, 0.0314},435 { 0.0 299, 0.0058, 0.0035, 0.0216, 0.0879, 0.0257, 0.0282, 0.0478, 0.0269, 0.0008},436 { 0. 0109, 0.0249, 0.1078, 0.0161, 0.2308, 0.0046, 0.0132, 0.0051, 0.0156, 0.0995},437 { 0. 0050, 0.0210, 0.0807, 0.0081, 0.2449, 0.0023, 0.0077, 0.0014, 0.0087, 0.0799},438 { 0. 3307, 0.3104, 0.1616, 0.2911, 0.0083, 0.3156, 0.3349, 0.3724, 0.3385, 0.2101},439 { 0. 3424, 0.2692, 0.1909, 0.2890, 0.0089, 0.3606, 0.3705, 0.3347, 0.3304, 0.2120},440 { 0.0 863, 0.0522, 0.0094, 0.0726, 0.0574, 0.0866, 0.0832, 0.1122, 0.0810, 0.0165},441 { 0. 0127, 0.0417, 0.1061, 0.0155, 0.3892, 0.0111, 0.0189, 0.0100, 0.0193, 0.1014},442 }, 443 new double[,] 444 { 445 { 0.0034, 0.2562, 0.0327, 0.0014, 0.3388, 0.2764, 0.0277, 0.0114, 0.0004, 0.0248},446 { 0.0 011, 0.2285, 0.0042, 0.0170, 0.2221, 0.2096, 0.0049, 0.0480, 0.0065, 0.0025},447 { 0. 2015, 0.0078, 0.1295, 0.2780, 0.0040, 0.0198, 0.1228, 0.3341, 0.2396, 0.1418},448 { 0.0 680, 0.4545, 0.1341, 0.0206, 0.3587, 0.5459, 0.1598, 0.0081, 0.0510, 0.1276},449 { 0.0 635, 0.4599, 0.1153, 0.0181, 0.3065, 0.4160, 0.1235, 0.0043, 0.0420, 0.1157},450 { 0.0 177, 0.4178, 0.0479, 0.0002, 0.2613, 0.3893, 0.0634, 0.0032, 0.0076, 0.0498},451 { 0. 0701, 0.0569, 0.0349, 0.1239, 0.0571, 0.0618, 0.0289, 0.1812, 0.1014, 0.0474},452 { 0.1 082, 0.0231, 0.0737, 0.1642, 0.0213, 0.0383, 0.0596, 0.2089, 0.1397, 0.0817},453 { 0. 0725, 0.0528, 0.0410, 0.1309, 0.0525, 0.0660, 0.0298, 0.1975, 0.1018, 0.0485},454 { 0.0 113, 0.1597, 0.0003, 0.0377, 0.1303, 0.1706, 0.0001, 0.0934, 0.0255, 0.0013},455 }, 456 new double[,] 457 { 458 { 0.0013, 0.0438, 0.0027, 0.0151, 0.0798, 0.0919, 0.0417, 0.0390, 0.0099, 0.0013},459 { 0.05 53, 0.0008, 0.0666, 0.1035, 0.0041, 0.0171, 0.0000, 0.0004, 0.0117, 0.0359},460 { 0.0 174, 0.1749, 0.0170, 0.0008, 0.1544, 0.3093, 0.1687, 0.1202, 0.0776, 0.0468},461 { 0. 1281, 0.0030, 0.1335, 0.1954, 0.0005, 0.0030, 0.0103, 0.0148, 0.0479, 0.0839},462 { 0.0 075, 0.1070, 0.0054, 0.0005, 0.0892, 0.1537, 0.1200, 0.1246, 0.0626, 0.0277},463 { 0. 1480, 0.0045, 0.1234, 0.2318, 0.0007, 0.0026, 0.0111, 0.0174, 0.0552, 0.0911},464 { 0.0 314, 0.0085, 0.0400, 0.0675, 0.0188, 0.0356, 0.0034, 0.0015, 0.0021, 0.0159},465 { 0.00 06, 0.0829, 0.0004, 0.0040, 0.1160, 0.1607, 0.0752, 0.0511, 0.0253, 0.0109},466 { 0.0 220, 0.1865, 0.0273, 0.0029, 0.2474, 0.2629, 0.1595, 0.1460, 0.0850, 0.0630},467 { 0.1 528, 0.0235, 0.1708, 0.2114, 0.0125, 0.0008, 0.0319, 0.0457, 0.0807, 0.1306},468 }, 469 new double[,] 470 { 471 { 0.4109, 0.2403, 0.0141, 0.4547, 0.0000, 0.0197, 0.1292, 0.0921, 0.3144, 0.1812},472 { 0. 2957, 0.1851, 0.0005, 0.3352, 0.0171, 0.0011, 0.0553, 0.0319, 0.2074, 0.0806},473 { 0.1 247, 0.0378, 0.0836, 0.1437, 0.1103, 0.0466, 0.0000, 0.0056, 0.0470, 0.0007},474 { 0. 0954, 0.0166, 0.1039, 0.1185, 0.1102, 0.0509, 0.0025, 0.0179, 0.0341, 0.0004},475 { 0.1 154, 0.0202, 0.0965, 0.1566, 0.0959, 0.0381, 0.0014, 0.0160, 0.0398, 0.0001},476 { 0. 0427, 0.0014, 0.1718, 0.0639, 0.1870, 0.1065, 0.0289, 0.0704, 0.0045, 0.0201},477 { 0.1 097, 0.0458, 0.0623, 0.1321, 0.1541, 0.0278, 0.0003, 0.0031, 0.0488, 0.0020},478 { 0.1 106, 0.0387, 0.0683, 0.1273, 0.1243, 0.0300, 0.0003, 0.0025, 0.0466, 0.0021},479 { 0. 3427, 0.2142, 0.0002, 0.3796, 0.0098, 0.0046, 0.0739, 0.0392, 0.2257, 0.1093},480 { 0. 2913, 0.2028, 0.0000, 0.3120, 0.0114, 0.0025, 0.0644, 0.0379, 0.2131, 0.0810},481 }, 482 new double[,] 483 { 484 { 1.1542, 1.0808, 1.7137, 1.1224, 1.5090, 0.9961, 1.3298, 1.4968, 1.3127, 1.6369},485 { 1. 2413, 1.4053, 1.4181, 1.2031, 1.4591, 1.0675, 1.3411, 1.6404, 1.4309, 1.6057},486 { 1. 5486, 1.5027, 1.6936, 1.3729, 1.1289, 1.5721, 1.6807, 1.3251, 1.5109, 1.6670},487 { 1. 5547, 1.1026, 1.5584, 1.4331, 0.9067, 1.1739, 1.7826, 1.7593, 1.7313, 1.6490},488 { 1. 7679, 1.1868, 1.5379, 1.7963, 0.8253, 0.9483, 1.5767, 1.8403, 1.8154, 1.7298},489 { 1. 7492, 1.4683, 1.4041, 1.6646, 0.9652, 1.1845, 1.7411, 1.9016, 1.9048, 1.7320},490 { 1. 2267, 1.5121, 1.4560, 1.1498, 1.7445, 1.1302, 1.3060, 1.2519, 1.3266, 1.6389},491 { 1. 2227, 1.2555, 1.6220, 1.0978, 1.4220, 1.2443, 1.3896, 1.0850, 1.2454, 1.5656},492 { 1. 2789, 1.3900, 1.7339, 1.2214, 1.5866, 1.1971, 1.3647, 1.3715, 1.3404, 1.6984},493 { 1. 1581, 1.4312, 1.2549, 1.0647, 1.2647, 1.2200, 1.3726, 1.6182, 1.3709, 1.4346},1111 { 0, 0.1113, 0.1356, 0.1828, 0.0037, 0.0032, 0.0052, 0.1649, 0.0020, 0.0599}, 1112 { 0.1113, 0, 0.3889, 0.4757, 0.1415, 0.1485, 0.0629, 0.3653, 0.0811, 0.0035}, 1113 { 0.1356, 0.3889, 0, 0.0011, 0.1136, 0.1060, 0.1954, 0.0000, 0.2176, 0.3219}, 1114 { 0.1828, 0.4757, 0.0011, 0, 0.1566, 0.1766, 0.2129, 0.0012, 0.1768, 0.3923}, 1115 { 0.0037, 0.1415, 0.1136, 0.1566, 0, 0.0000, 0.0128, 0.0836, 0.0101, 0.0966}, 1116 { 0.0032, 0.1485, 0.1060, 0.1766, 0.0000, 0, 0.0140, 0.0837, 0.0085, 0.1126}, 1117 { 0.0052, 0.0629, 0.1954, 0.2129, 0.0128, 0.0140, 0, 0.2603, 0.0008, 0.0306}, 1118 { 0.1649, 0.3653, 0.0000, 0.0012, 0.0836, 0.0837, 0.2603, 0, 0.2139, 0.2429}, 1119 { 0.0020, 0.0811, 0.2176, 0.1768, 0.0101, 0.0085, 0.0008, 0.2139, 0, 0.0433}, 1120 { 0.0599, 0.0035, 0.3219, 0.3923, 0.0966, 0.1126, 0.0306, 0.2429, 0.0433, 0}, 1121 }, 1122 new double[,] 1123 { 1124 { 0, 0.1257, 0.1670, 0.0931, 0.3194, 0.2613, 0.0213, 0.0219, 0.0365, 0.3319}, 1125 { 0.1257, 0, 0.0117, 0.0001, 0.0625, 0.0510, 0.2315, 0.1621, 0.0274, 0.1000}, 1126 { 0.1670, 0.0117, 0, 0.0160, 0.0141, 0.0075, 0.3003, 0.3909, 0.0850, 0.0170}, 1127 { 0.0931, 0.0001, 0.0160, 0, 0.0718, 0.0629, 0.1673, 0.1835, 0.0157, 0.0668}, 1128 { 0.3194, 0.0625, 0.0141, 0.0718, 0, 0.0011, 0.3903, 0.3690, 0.1570, 0.0009}, 1129 { 0.2613, 0.0510, 0.0075, 0.0629, 0.0011, 0, 0.4011, 0.3369, 0.1158, 0.0041}, 1130 { 0.0213, 0.2315, 0.3003, 0.1673, 0.3903, 0.4011, 0, 0.0002, 0.1102, 0.4643}, 1131 { 0.0219, 0.1621, 0.3909, 0.1835, 0.3690, 0.3369, 0.0002, 0, 0.1101, 0.3135}, 1132 { 0.0365, 0.0274, 0.0850, 0.0157, 0.1570, 0.1158, 0.1102, 0.1101, 0, 0.1728}, 1133 { 0.3319, 0.1000, 0.0170, 0.0668, 0.0009, 0.0041, 0.4643, 0.3135, 0.1728, 0}, 1134 }, 1135 new double[,] 1136 { 1137 { 0, 0.0115, 0.1979, 0.0316, 0.0251, 0.0027, 0.1396, 0.1747, 0.1481, 0.0299}, 1138 { 0.0115, 0, 0.1171, 0.0678, 0.0700, 0.0261, 0.0664, 0.0724, 0.0689, 0.0088}, 1139 { 0.1979, 0.1171, 0, 0.3960, 0.4057, 0.2638, 0.0181, 0.0061, 0.0230, 0.0705}, 1140 { 0.0316, 0.0678, 0.3960, 0, 0.0006, 0.0201, 0.2320, 0.3087, 0.2134, 0.1071}, 1141 { 0.0251, 0.0700, 0.4057, 0.0006, 0, 0.0137, 0.2005, 0.2369, 0.2506, 0.1115}, 1142 { 0.0027, 0.0261, 0.2638, 0.0201, 0.0137, 0, 0.1409, 0.1571, 0.1351, 0.0626}, 1143 { 0.1396, 0.0664, 0.0181, 0.2320, 0.2005, 0.1409, 0, 0.0056, 0.0000, 0.0234}, 1144 { 0.1747, 0.0724, 0.0061, 0.3087, 0.2369, 0.1571, 0.0056, 0, 0.0054, 0.0308}, 1145 { 0.1481, 0.0689, 0.0230, 0.2134, 0.2506, 0.1351, 0.0000, 0.0054, 0, 0.0252}, 1146 { 0.0299, 0.0088, 0.0705, 0.1071, 0.1115, 0.0626, 0.0234, 0.0308, 0.0252, 0}, 1147 }, 1148 new double[,] 1149 { 1150 { 0, 0.0518, 0.0225, 0.0842, 0.0134, 0.0822, 0.0259, 0.0044, 0.0472, 0.1388}, 1151 { 0.0518, 0, 0.1075, 0.0068, 0.1109, 0.0098, 0.0040, 0.0548, 0.1861, 0.0426}, 1152 { 0.0225, 0.1075, 0, 0.1884, 0.0022, 0.1953, 0.0866, 0.0109, 0.0010, 0.2263}, 1153 { 0.0842, 0.0068, 0.1884, 0, 0.1883, 0.0000, 0.0186, 0.1147, 0.1866, 0.0066}, 1154 { 0.0134, 0.1109, 0.0022, 0.1883, 0, 0.2191, 0.0553, 0.0019, 0.0060, 0.2459}, 1155 { 0.0822, 0.0098, 0.1953, 0.0000, 0.2191, 0, 0.0209, 0.0970, 0.2098, 0.0083}, 1156 { 0.0259, 0.0040, 0.0866, 0.0186, 0.0553, 0.0209, 0, 0.0544, 0.1387, 0.0493}, 1157 { 0.0044, 0.0548, 0.0109, 0.1147, 0.0019, 0.0970, 0.0544, 0, 0.0181, 0.1157}, 1158 { 0.0472, 0.1861, 0.0010, 0.1866, 0.0060, 0.2098, 0.1387, 0.0181, 0, 0.3179}, 1159 { 0.1388, 0.0426, 0.2263, 0.0066, 0.2459, 0.0083, 0.0493, 0.1157, 0.3179, 0}, 1160 }, 1161 new double[,] 1162 { 1163 { 0, 0.0195, 0.1128, 0.1600, 0.1591, 0.2414, 0.1441, 0.1240, 0.0109, 0.0116}, 1164 { 0.0195, 0, 0.0446, 0.0686, 0.0786, 0.1693, 0.0542, 0.0354, 0.0014, 0.0003}, 1165 { 0.1128, 0.0446, 0, 0.0016, 0.0011, 0.0202, 0.0003, 0.0004, 0.0837, 0.0487}, 1166 { 0.1600, 0.0686, 0.0016, 0, 0.0001, 0.0143, 0.0030, 0.0034, 0.0778, 0.0727}, 1167 { 0.1591, 0.0786, 0.0011, 0.0001, 0, 0.0171, 0.0021, 0.0020, 0.0942, 0.0812}, 1168 { 0.2414, 0.1693, 0.0202, 0.0143, 0.0171, 0, 0.0250, 0.0207, 0.1541, 0.1880}, 1169 { 0.1441, 0.0542, 0.0003, 0.0030, 0.0021, 0.0250, 0, 0.0000, 0.0782, 0.0489}, 1170 { 0.1240, 0.0354, 0.0004, 0.0034, 0.0020, 0.0207, 0.0000, 0, 0.0714, 0.0315}, 1171 { 0.0109, 0.0014, 0.0837, 0.0778, 0.0942, 0.1541, 0.0782, 0.0714, 0, 0.0003}, 1172 { 0.0116, 0.0003, 0.0487, 0.0727, 0.0812, 0.1880, 0.0489, 0.0315, 0.0003, 0}, 1173 }, 1174 new double[,] 1175 { 1176 { 2.0000, 1.6472, 1.1513, 1.3142, 1.3662, 1.2437, 1.6267, 1.4148, 1.7372, 1.2786}, 1177 { 1.6472, 2.0000, 1.0689, 1.1876, 1.4541, 1.5370, 1.5174, 1.0103, 1.5898, 1.8381}, 1178 { 1.1513, 1.0689, 2.0000, 1.2199, 1.3398, 1.2402, 1.2244, 1.5320, 1.5293, 1.0276}, 1179 { 1.3142, 1.1876, 1.2199, 2.0000, 1.5197, 1.7027, 1.1555, 1.2033, 1.0675, 1.1291}, 1180 { 1.3662, 1.4541, 1.3398, 1.5197, 2.0000, 1.7299, 1.0916, 0.9989, 1.3706, 1.3407}, 1181 { 1.2437, 1.5370, 1.2402, 1.7027, 1.7299, 2.0000, 1.2223, 0.9923, 1.1787, 1.5758}, 1182 { 1.6267, 1.5174, 1.2244, 1.1555, 1.0916, 1.2223, 2.0000, 1.6461, 1.6369, 1.1928}, 1183 { 1.4148, 1.0103, 1.5320, 1.2033, 0.9989, 0.9923, 1.6461, 2.0000, 1.5176, 0.7806}, 1184 { 1.7372, 1.5898, 1.5293, 1.0675, 1.3706, 1.1787, 1.6369, 1.5176, 2.0000, 1.3009}, 1185 { 1.2786, 1.8381, 1.0276, 1.1291, 1.3407, 1.5758, 1.1928, 0.7806, 1.3009, 2.0000}, 494 1186 }, 495 1187 } … … 513 1205 new double[,] 514 1206 { 515 { 0.0479, 0.0014, 0.1523, 0.0123, 0.0043, 0.2477, 0.1991, 0.0170, 0.0398, 0.0281}, 516 { 0.3315, 0.1032, 0.5541, 0.2179, 0.0869, 0.7265, 0.6468, 0.2439, 0.3136, 0.2803}, 517 { 0.0645, 0.2643, 0.0081, 0.1300, 0.2820, 0.0013, 0.0007, 0.1176, 0.0756, 0.0972}, 518 { 0.0873, 0.2957, 0.0172, 0.1622, 0.3171, 0.0000, 0.0047, 0.1531, 0.1019, 0.1247}, 519 { 0.0232, 0.0117, 0.0993, 0.0017, 0.0174, 0.1815, 0.1436, 0.0035, 0.0171, 0.0091}, 520 { 0.0236, 0.0117, 0.0990, 0.0019, 0.0174, 0.1884, 0.1468, 0.0037, 0.0176, 0.0094}, 521 { 0.0880, 0.0016, 0.2151, 0.0353, 0.0002, 0.3347, 0.2735, 0.0424, 0.0767, 0.0605}, 522 { 0.0612, 0.2553, 0.0076, 0.1243, 0.2881, 0.0014, 0.0006, 0.1127, 0.0723, 0.0948}, 523 { 0.0712, 0.0001, 0.1919, 0.0250, 0.0003, 0.3028, 0.2438, 0.0311, 0.0607, 0.0464}, 524 { 0.2640, 0.0683, 0.4605, 0.1632, 0.0539, 0.6409, 0.5558, 0.1872, 0.2484, 0.2165}, 525 526 }, 527 new double[,] 528 { 529 { 0.3043, 0.2111, 0.0937, 0.2795, 0.0039, 0.3119, 0.2908, 0.3573, 0.2884, 0.1155}, 530 { 0.0311, 0.0075, 0.0063, 0.0237, 0.1980, 0.0349, 0.0254, 0.0467, 0.0251, 0.0021}, 531 { 0.0011, 0.0034, 0.0514, 0.0001, 0.3361, 0.0021, 0.0002, 0.0048, 0.0002, 0.0367}, 532 { 0.0372, 0.0097, 0.0043, 0.0287, 0.1743, 0.0407, 0.0312, 0.0534, 0.0305, 0.0010}, 533 { 0.0122, 0.0391, 0.1353, 0.0177, 0.4961, 0.0087, 0.0162, 0.0055, 0.0170, 0.1128}, 534 { 0.0056, 0.0275, 0.1095, 0.0095, 0.4598, 0.0037, 0.0087, 0.0015, 0.0091, 0.0905}, 535 { 0.5047, 0.3954, 0.2126, 0.4698, 0.0094, 0.5169, 0.4841, 0.5584, 0.4828, 0.2496}, 536 { 0.5240, 0.4027, 0.2288, 0.4855, 0.0119, 0.5436, 0.5076, 0.5679, 0.4977, 0.2620}, 537 { 0.1271, 0.0714, 0.0107, 0.1112, 0.0702, 0.1350, 0.1159, 0.1555, 0.1144, 0.0190}, 538 { 0.0203, 0.0557, 0.1587, 0.0268, 0.5785, 0.0170, 0.0262, 0.0120, 0.0268, 0.1351}, 539 }, 540 new double[,] 541 { 542 { 0.0054, 0.4363, 0.0374, 0.0023, 0.4322, 0.5050, 0.0394, 0.0147, 0.0005, 0.0294}, 543 { 0.0017, 0.3100, 0.0057, 0.0265, 0.2917, 0.3606, 0.0070, 0.0570, 0.0086, 0.0030}, 544 { 0.2513, 0.0100, 0.1495, 0.3849, 0.0065, 0.0243, 0.1428, 0.4769, 0.3053, 0.1660}, 545 { 0.0845, 0.7606, 0.1664, 0.0274, 0.7108, 0.8653, 0.1766, 0.0090, 0.0577, 0.1507}, 546 { 0.0707, 0.7222, 0.1447, 0.0198, 0.6589, 0.7932, 0.1517, 0.0046, 0.0456, 0.1311}, 547 { 0.0198, 0.5458, 0.0650, 0.0002, 0.4907, 0.6123, 0.0715, 0.0033, 0.0079, 0.0564}, 548 { 0.1069, 0.0724, 0.0459, 0.2000, 0.0642, 0.1012, 0.0417, 0.2717, 0.1447, 0.0563}, 549 { 0.1655, 0.0345, 0.0884, 0.2758, 0.0286, 0.0577, 0.0816, 0.3546, 0.2104, 0.1009}, 550 { 0.1067, 0.0723, 0.0464, 0.2005, 0.0641, 0.1028, 0.0414, 0.2736, 0.1438, 0.0559}, 551 { 0.0182, 0.2133, 0.0004, 0.0650, 0.1937, 0.2616, 0.0001, 0.1122, 0.0353, 0.0017}, 552 }, 553 new double[,] 554 { 555 { 0.0021, 0.0746, 0.0031, 0.0249, 0.1018, 0.1679, 0.0593, 0.0501, 0.0143, 0.0015}, 556 { 0.0836, 0.0011, 0.0897, 0.1607, 0.0053, 0.0294, 0.0000, 0.0005, 0.0156, 0.0434}, 557 { 0.0217, 0.2240, 0.0197, 0.0011, 0.2531, 0.3809, 0.1960, 0.1716, 0.0989, 0.0547}, 558 { 0.1593, 0.0050, 0.1656, 0.2607, 0.0010, 0.0048, 0.0114, 0.0166, 0.0543, 0.0991}, 559 { 0.0083, 0.1680, 0.0068, 0.0006, 0.1918, 0.2930, 0.1474, 0.1339, 0.0681, 0.0314}, 560 { 0.1662, 0.0059, 0.1676, 0.2716, 0.0013, 0.0041, 0.0126, 0.0182, 0.0575, 0.1032}, 561 { 0.0480, 0.0109, 0.0526, 0.1090, 0.0211, 0.0583, 0.0049, 0.0023, 0.0029, 0.0189}, 562 { 0.0009, 0.1240, 0.0005, 0.0068, 0.1558, 0.2422, 0.1030, 0.0867, 0.0381, 0.0134}, 563 { 0.0323, 0.2554, 0.0309, 0.0045, 0.3023, 0.4098, 0.2220, 0.2023, 0.1201, 0.0726}, 564 { 0.2451, 0.0313, 0.2555, 0.3645, 0.0186, 0.0012, 0.0442, 0.0549, 0.1118, 0.1741}, 565 }, 566 new double[,] 567 { 568 { 0.6611, 0.4092, 0.0161, 0.7494, 0.0000, 0.0361, 0.1838, 0.1184, 0.4525, 0.2155}, 569 { 0.4466, 0.2511, 0.0006, 0.5202, 0.0225, 0.0019, 0.0781, 0.0379, 0.2771, 0.0975}, 570 { 0.1555, 0.0484, 0.0965, 0.1990, 0.1809, 0.0574, 0.0000, 0.0080, 0.0599, 0.0008}, 571 { 0.1186, 0.0277, 0.1289, 0.1581, 0.2184, 0.0807, 0.0027, 0.0200, 0.0387, 0.0005}, 572 { 0.1284, 0.0317, 0.1211, 0.1718, 0.2062, 0.0727, 0.0017, 0.0172, 0.0433, 0.0001}, 573 { 0.0479, 0.0018, 0.2333, 0.0749, 0.3511, 0.1675, 0.0326, 0.0736, 0.0047, 0.0228}, 574 { 0.1675, 0.0583, 0.0820, 0.2131, 0.1735, 0.0455, 0.0004, 0.0046, 0.0696, 0.0024}, 575 { 0.1692, 0.0579, 0.0819, 0.2138, 0.1669, 0.0452, 0.0005, 0.0042, 0.0702, 0.0026}, 576 { 0.5045, 0.2934, 0.0003, 0.5815, 0.0120, 0.0071, 0.1028, 0.0543, 0.3190, 0.1259}, 577 { 0.4673, 0.2708, 0.0000, 0.5382, 0.0169, 0.0039, 0.0891, 0.0455, 0.2954, 0.1079}, 578 }, 579 new double[,] 580 { 581 { 13.7185, 13.5970, 14.4724, 13.6668, 14.2254, 13.4477, 13.9840, 14.2096, 13.9596, 14.3828}, 582 { 13.8542, 14.0889, 14.1062, 13.7957, 14.1607, 13.5743, 14.0000, 14.3869, 14.1234, 14.3454}, 583 { 14.2753, 14.2173, 14.4492, 14.0445, 13.6775, 14.3044, 14.4343, 13.9773, 14.2278, 14.4183}, 584 { 14.2829, 13.6339, 14.2875, 14.1263, 13.2777, 13.7501, 14.5498, 14.5238, 14.4923, 14.3972}, 585 { 14.5334, 13.7703, 14.2618, 14.5649, 13.1097, 13.3585, 14.3100, 14.6126, 14.5857, 14.4907}, 586 { 14.5125, 14.1727, 14.0872, 14.4155, 13.3905, 13.7667, 14.5035, 14.6775, 14.6809, 14.4932}, 587 { 13.8321, 14.2292, 14.1566, 13.7114, 14.5073, 13.6796, 13.9499, 13.8703, 13.9795, 14.3852}, 588 { 13.8260, 13.8756, 14.3651, 13.6258, 14.1115, 13.8588, 14.0675, 13.6042, 13.8604, 14.2964}, 589 { 13.9103, 14.0681, 14.4953, 13.8241, 14.3221, 13.7864, 14.0331, 14.0426, 13.9991, 14.4548}, 590 { 13.7248, 14.1238, 13.8747, 13.5695, 13.8893, 13.8218, 14.0442, 14.3604, 14.0418, 14.1283}, 1207 { 0, 0.1316, 0.2186, 0.2629, 0.0051, 0.0049, 0.0062, 0.2224, 0.0023, 0.0882}, 1208 { 0.1316, 0, 0.6685, 0.7466, 0.1864, 0.1865, 0.0799, 0.6593, 0.0990, 0.0037}, 1209 { 0.2186, 0.6685, 0, 0.0017, 0.1606, 0.1602, 0.2987, 0.0000, 0.2745, 0.5725}, 1210 { 0.2629, 0.7466, 0.0017, 0, 0.1985, 0.2030, 0.3422, 0.0019, 0.3043, 0.6432}, 1211 { 0.0051, 0.1864, 0.1606, 0.1985, 0, 0.0000, 0.0216, 0.1524, 0.0141, 0.1366}, 1212 { 0.0049, 0.1865, 0.1602, 0.2030, 0.0000, 0, 0.0215, 0.1535, 0.0134, 0.1384}, 1213 { 0.0062, 0.0799, 0.2987, 0.3422, 0.0216, 0.0215, 0, 0.3081, 0.0010, 0.0478}, 1214 { 0.2224, 0.6593, 0.0000, 0.0019, 0.1524, 0.1535, 0.3081, 0, 0.2715, 0.5480}, 1215 { 0.0023, 0.0990, 0.2745, 0.3043, 0.0141, 0.0134, 0.0010, 0.2715, 0, 0.0628}, 1216 { 0.0882, 0.0037, 0.5725, 0.6432, 0.1366, 0.1384, 0.0478, 0.5480, 0.0628, 0}, 1217 }, 1218 new double[,] 1219 { 1220 { 0, 0.1486, 0.2692, 0.1339, 0.4441, 0.3941, 0.0255, 0.0295, 0.0413, 0.4886}, 1221 { 0.1486, 0, 0.0201, 0.0002, 0.0823, 0.0641, 0.2940, 0.2925, 0.0334, 0.1076}, 1222 { 0.2692, 0.0201, 0, 0.0246, 0.0200, 0.0113, 0.4590, 0.4923, 0.1073, 0.0302}, 1223 { 0.1339, 0.0002, 0.0246, 0, 0.0910, 0.0723, 0.2689, 0.2847, 0.0270, 0.1096}, 1224 { 0.4441, 0.0823, 0.0200, 0.0910, 0, 0.0012, 0.6588, 0.6726, 0.2177, 0.0013}, 1225 { 0.3941, 0.0641, 0.0113, 0.0723, 0.0012, 0, 0.6140, 0.6177, 0.1829, 0.0050}, 1226 { 0.0255, 0.2940, 0.4590, 0.2689, 0.6588, 0.6140, 0, 0.0002, 0.1310, 0.7259}, 1227 { 0.0295, 0.2925, 0.4923, 0.2847, 0.6726, 0.6177, 0.0002, 0, 0.1398, 0.7073}, 1228 { 0.0413, 0.0334, 0.1073, 0.0270, 0.2177, 0.1829, 0.1310, 0.1398, 0, 0.2506}, 1229 { 0.4886, 0.1076, 0.0302, 0.1096, 0.0013, 0.0050, 0.7259, 0.7073, 0.2506, 0}, 1230 }, 1231 new double[,] 1232 { 1233 { 0, 0.0137, 0.3191, 0.0455, 0.0349, 0.0041, 0.1669, 0.2356, 0.1673, 0.0440}, 1234 { 0.0137, 0, 0.2012, 0.1063, 0.0922, 0.0327, 0.0843, 0.1306, 0.0841, 0.0094}, 1235 { 0.3191, 0.2012, 0, 0.6073, 0.5736, 0.3987, 0.0277, 0.0077, 0.0290, 0.1253}, 1236 { 0.0455, 0.1063, 0.6073, 0, 0.0007, 0.0231, 0.3728, 0.4790, 0.3672, 0.1755}, 1237 { 0.0349, 0.0922, 0.5736, 0.0007, 0, 0.0156, 0.3385, 0.4318, 0.3474, 0.1576}, 1238 { 0.0041, 0.0327, 0.3987, 0.0231, 0.0156, 0, 0.2156, 0.2880, 0.2133, 0.0769}, 1239 { 0.1669, 0.0843, 0.0277, 0.3728, 0.3385, 0.2156, 0, 0.0066, 0.0000, 0.0366}, 1240 { 0.2356, 0.1306, 0.0077, 0.4790, 0.4318, 0.2880, 0.0066, 0, 0.0068, 0.0694}, 1241 { 0.1673, 0.0841, 0.0290, 0.3672, 0.3474, 0.2133, 0.0000, 0.0068, 0, 0.0365}, 1242 { 0.0440, 0.0094, 0.1253, 0.1755, 0.1576, 0.0769, 0.0366, 0.0694, 0.0365, 0}, 1243 }, 1244 new double[,] 1245 { 1246 { 0, 0.0612, 0.0363, 0.1211, 0.0186, 0.1239, 0.0310, 0.0059, 0.0534, 0.2043}, 1247 { 0.0612, 0, 0.1847, 0.0107, 0.1461, 0.0123, 0.0050, 0.0989, 0.2270, 0.0458}, 1248 { 0.0363, 0.1847, 0, 0.2888, 0.0032, 0.2952, 0.1324, 0.0137, 0.0012, 0.4024}, 1249 { 0.1211, 0.0107, 0.2888, 0, 0.2388, 0.0000, 0.0299, 0.1780, 0.3210, 0.0108}, 1250 { 0.0186, 0.1461, 0.0032, 0.2388, 0, 0.2484, 0.0933, 0.0034, 0.0083, 0.3475}, 1251 { 0.1239, 0.0123, 0.2952, 0.0000, 0.2484, 0, 0.0320, 0.1778, 0.3315, 0.0102}, 1252 { 0.0310, 0.0050, 0.1324, 0.0299, 0.0933, 0.0320, 0, 0.0644, 0.1650, 0.0770}, 1253 { 0.0059, 0.0989, 0.0137, 0.1780, 0.0034, 0.1778, 0.0644, 0, 0.0230, 0.2610}, 1254 { 0.0534, 0.2270, 0.0012, 0.3210, 0.0083, 0.3315, 0.1650, 0.0230, 0, 0.4611}, 1255 { 0.2043, 0.0458, 0.4024, 0.0108, 0.3475, 0.0102, 0.0770, 0.2610, 0.4611, 0}, 1256 }, 1257 new double[,] 1258 { 1259 { 0, 0.0230, 0.1818, 0.2301, 0.2212, 0.3641, 0.1723, 0.1672, 0.0123, 0.0171}, 1260 { 0.0230, 0, 0.0767, 0.1076, 0.1036, 0.2126, 0.0688, 0.0640, 0.0017, 0.0004}, 1261 { 0.1818, 0.0767, 0, 0.0024, 0.0015, 0.0305, 0.0004, 0.0006, 0.1055, 0.0867}, 1262 { 0.2301, 0.1076, 0.0024, 0, 0.0001, 0.0164, 0.0049, 0.0052, 0.1338, 0.1192}, 1263 { 0.2212, 0.1036, 0.0015, 0.0001, 0, 0.0194, 0.0035, 0.0037, 0.1306, 0.1147}, 1264 { 0.3641, 0.2126, 0.0305, 0.0164, 0.0194, 0, 0.0382, 0.0380, 0.2434, 0.2311}, 1265 { 0.1723, 0.0688, 0.0004, 0.0049, 0.0035, 0.0382, 0, 0.0000, 0.0930, 0.0764}, 1266 { 0.1672, 0.0640, 0.0006, 0.0052, 0.0037, 0.0380, 0.0000, 0, 0.0907, 0.0710}, 1267 { 0.0123, 0.0017, 0.1055, 0.1338, 0.1306, 0.2434, 0.0930, 0.0907, 0, 0.0005}, 1268 { 0.0171, 0.0004, 0.0867, 0.1192, 0.1147, 0.2311, 0.0764, 0.0710, 0.0005, 0}, 1269 }, 1270 new double[,] 1271 { 1272 { 14.7781, 14.3950, 13.7138, 13.9618, 14.0352, 13.8578, 14.3707, 14.1018, 14.4990, 13.9100}, 1273 { 14.3950, 14.7781, 13.5767, 13.7715, 14.1542, 14.2607, 14.2360, 13.4735, 14.3260, 14.6102}, 1274 { 13.7138, 13.5767, 14.7781, 13.8217, 13.9982, 13.8525, 13.8286, 14.2545, 14.2511, 13.5045}, 1275 { 13.9618, 13.7715, 13.8217, 14.7781, 14.2390, 14.4598, 13.7206, 13.7960, 13.5743, 13.6778}, 1276 { 14.0352, 14.1542, 13.9982, 14.2390, 14.7781, 14.4908, 13.6154, 13.4528, 14.0413, 13.9995}, 1277 { 13.8578, 14.2607, 13.8525, 14.4598, 14.4908, 14.7781, 13.8254, 13.4407, 13.7576, 14.3090}, 1278 { 14.3707, 14.2360, 13.8286, 13.7206, 13.6154, 13.8254, 14.7781, 14.3938, 14.3828, 13.7798}, 1279 { 14.1018, 13.4735, 14.2545, 13.7960, 13.4528, 13.4407, 14.3938, 14.7781, 14.2363, 13.0113}, 1280 { 14.4990, 14.3260, 14.2511, 13.5743, 14.0413, 13.7576, 14.3828, 14.2363, 14.7781, 13.9425}, 1281 { 13.9100, 14.6102, 13.5045, 13.6778, 13.9995, 14.3090, 13.7798, 13.0113, 13.9425, 14.7781}, 591 1282 }, 592 1283 } … … 617 1308 new double[,] 618 1309 { 619 { 0.6345, 0.6652, 0.2647, 0.6484, 0.4251, 0.6943, 0.5427, 0.4338, 0.5527, 0.3280},620 { 0. 5921, 0.4959, 0.4876, 0.6115, 0.4601, 0.6702, 0.5360, 0.3252, 0.4791, 0.3526},621 { 0. 3961, 0.4296, 0.2816, 0.5165, 0.6456, 0.3784, 0.2923, 0.5455, 0.4237, 0.3036},622 { 0. 3916, 0.6566, 0.3888, 0.4777, 0.7173, 0.6255, 0.2051, 0.2256, 0.2498, 0.3182},623 { 0. 2181, 0.6194, 0.4041, 0.1929, 0.7305, 0.7077, 0.3750, 0.1532, 0.1758, 0.2510},624 { 0. 2344, 0.4538, 0.4967, 0.3056, 0.7032, 0.6205, 0.2413, 0.0960, 0.0929, 0.2492},625 { 0. 5996, 0.4229, 0.4622, 0.6365, 0.2384, 0.6451, 0.5566, 0.5865, 0.5446, 0.3263},626 { 0. 6017, 0.5846, 0.3398, 0.6585, 0.4850, 0.5905, 0.5060, 0.6636, 0.5900, 0.3834},627 { 0. 5719, 0.5057, 0.2476, 0.6023, 0.3674, 0.6144, 0.5216, 0.5174, 0.5364, 0.2776},628 { 0. 6327, 0.4789, 0.5849, 0.6712, 0.5796, 0.6030, 0.5167, 0.3428, 0.5177, 0.4767},629 }, 630 new double[,] 631 { 632 { 1.1542, 1.0808, 1.7137, 1.1224, 1.5090, 0.9961, 1.3298, 1.4968, 1.3127, 1.6369},633 { 1. 2413, 1.4053, 1.4181, 1.2031, 1.4591, 1.0675, 1.3411, 1.6404, 1.4309, 1.6057},634 { 1. 5486, 1.5027, 1.6936, 1.3729, 1.1289, 1.5721, 1.6807, 1.3251, 1.5109, 1.6670},635 { 1. 5547, 1.1026, 1.5584, 1.4331, 0.9067, 1.1739, 1.7826, 1.7593, 1.7313, 1.6490},636 { 1. 7679, 1.1868, 1.5379, 1.7963, 0.8253, 0.9483, 1.5767, 1.8403, 1.8154, 1.7298},637 { 1. 7492, 1.4683, 1.4041, 1.6646, 0.9652, 1.1845, 1.7411, 1.9016, 1.9048, 1.7320},638 { 1. 2267, 1.5121, 1.4560, 1.1498, 1.7445, 1.1302, 1.3060, 1.2519, 1.3266, 1.6389},639 { 1. 2227, 1.2555, 1.6220, 1.0978, 1.4220, 1.2443, 1.3896, 1.0850, 1.2454, 1.5656},640 { 1. 2789, 1.3900, 1.7339, 1.2214, 1.5866, 1.1971, 1.3647, 1.3715, 1.3404, 1.6984},641 { 1. 1581, 1.4312, 1.2549, 1.0647, 1.2647, 1.2200, 1.3726, 1.6182, 1.3709, 1.4346},1310 { 0, 0.3197, 0.6358, 0.5518, 0.5207, 0.5909, 0.3361, 0.4897, 0.2447, 0.5720}, 1311 { 0.3197, 0, 0.6697, 0.6190, 0.4635, 0.4047, 0.4190, 0.6899, 0.3650, 0.1552}, 1312 { 0.6358, 0.6697, 0, 0.6031, 0.5367, 0.5927, 0.6008, 0.4084, 0.4103, 0.6843}, 1313 { 0.5518, 0.6190, 0.6031, 0, 0.4173, 0.2740, 0.6339, 0.6114, 0.6702, 0.6455}, 1314 { 0.5207, 0.4635, 0.5367, 0.4173, 0, 0.2510, 0.6610, 0.6935, 0.5180, 0.5362}, 1315 { 0.5909, 0.4047, 0.5927, 0.2740, 0.2510, 0, 0.6019, 0.6955, 0.6232, 0.3756}, 1316 { 0.3361, 0.4190, 0.6008, 0.6339, 0.6610, 0.6019, 0, 0.3205, 0.3279, 0.6165}, 1317 { 0.4897, 0.6899, 0.4084, 0.6114, 0.6935, 0.6955, 0.3205, 0, 0.4189, 0.7344}, 1318 { 0.2447, 0.3650, 0.4103, 0.6702, 0.5180, 0.6232, 0.3279, 0.4189, 0, 0.5595}, 1319 { 0.5720, 0.1552, 0.6843, 0.6455, 0.5362, 0.3756, 0.6165, 0.7344, 0.5595, 0}, 1320 }, 1321 new double[,] 1322 { 1323 { 2.0000, 1.6472, 1.1513, 1.3142, 1.3662, 1.2437, 1.6267, 1.4148, 1.7372, 1.2786}, 1324 { 1.6472, 2.0000, 1.0689, 1.1876, 1.4541, 1.5370, 1.5174, 1.0103, 1.5898, 1.8381}, 1325 { 1.1513, 1.0689, 2.0000, 1.2199, 1.3398, 1.2402, 1.2244, 1.5320, 1.5293, 1.0276}, 1326 { 1.3142, 1.1876, 1.2199, 2.0000, 1.5197, 1.7027, 1.1555, 1.2033, 1.0675, 1.1291}, 1327 { 1.3662, 1.4541, 1.3398, 1.5197, 2.0000, 1.7299, 1.0916, 0.9989, 1.3706, 1.3407}, 1328 { 1.2437, 1.5370, 1.2402, 1.7027, 1.7299, 2.0000, 1.2223, 0.9923, 1.1787, 1.5758}, 1329 { 1.6267, 1.5174, 1.2244, 1.1555, 1.0916, 1.2223, 2.0000, 1.6461, 1.6369, 1.1928}, 1330 { 1.4148, 1.0103, 1.5320, 1.2033, 0.9989, 0.9923, 1.6461, 2.0000, 1.5176, 0.7806}, 1331 { 1.7372, 1.5898, 1.5293, 1.0675, 1.3706, 1.1787, 1.6369, 1.5176, 2.0000, 1.3009}, 1332 { 1.2786, 1.8381, 1.0276, 1.1291, 1.3407, 1.5758, 1.1928, 0.7806, 1.3009, 2.0000}, 642 1333 }, 643 1334 } … … 661 1352 new double[,] 662 1353 { 663 { 1.0207, 1.1326, 0.3026, 1.0685, 0.5423, 1.2686, 0.7724, 0.5574, 0.7955, 0.3900},664 { 0. 8944, 0.6729, 0.6564, 0.9490, 0.6043, 1.1534, 0.7573, 0.3860, 0.6400, 0.4263},665 { 0.4942, 0.5501, 0.3252, 0.7151, 1.0586, 0.4660, 0.3398, 0.7787, 0.5400, 0.3554},666 { 0. 4868, 1.0987, 0.4824, 0.6372, 1.4215, 0.9914, 0.2266, 0.2521, 0.2830, 0.3760},667 { 0. 2427, 0.9726, 0.5072, 0.2117, 1.5705, 1.3491, 0.4606, 0.1646, 0.1911, 0.2846},668 { 0. 2632, 0.5928, 0.6745, 0.3581, 1.3203, 0.9760, 0.2721, 0.1002, 0.0969, 0.2822},669 { 0. 9151, 0.5386, 0.6082, 1.0272, 0.2684, 1.0567, 0.8045, 0.8794, 0.7766, 0.3876},670 { 0. 9208, 0.8744, 0.4072, 1.1062, 0.6514, 0.8901, 0.6932, 1.1260, 0.8886, 0.4738},671 { 0. 8418, 0.6927, 0.2801, 0.9226, 0.4489, 0.9576, 0.7259, 0.7169, 0.7582, 0.3198},672 { 1.0149, 0.6396, 0.8752, 1.1578, 0.8615, 0.9246, 0.7154, 0.4117, 0.7177, 0.6353},673 }, 674 new double[,] 675 { 676 { 1 3.7185, 13.5970, 14.4724, 13.6668, 14.2254, 13.4477, 13.9840, 14.2096, 13.9596, 14.3828},677 { 1 3.8542, 14.0889, 14.1062, 13.7957, 14.1607, 13.5743, 14.0000, 14.3869, 14.1234, 14.3454},678 { 1 4.2753, 14.2173, 14.4492, 14.0445, 13.6775, 14.3044, 14.4343, 13.9773, 14.2278, 14.4183},679 { 1 4.2829, 13.6339, 14.2875, 14.1263, 13.2777, 13.7501, 14.5498, 14.5238, 14.4923, 14.3972},680 { 14. 5334, 13.7703, 14.2618, 14.5649, 13.1097, 13.3585, 14.3100, 14.6126, 14.5857, 14.4907},681 { 1 4.5125, 14.1727, 14.0872, 14.4155, 13.3905, 13.7667, 14.5035, 14.6775, 14.6809, 14.4932},682 { 1 3.8321, 14.2292, 14.1566, 13.7114, 14.5073, 13.6796, 13.9499, 13.8703, 13.9795, 14.3852},683 { 1 3.8260, 13.8756, 14.3651, 13.6258, 14.1115, 13.8588, 14.0675, 13.6042, 13.8604, 14.2964},684 { 1 3.9103, 14.0681, 14.4953, 13.8241, 14.3221, 13.7864, 14.0331, 14.0426, 13.9991, 14.4548},685 { 13. 7248, 14.1238, 13.8747, 13.5695, 13.8893, 13.8218, 14.0442, 14.3604, 14.0418, 14.1283},1354 { 0, 0.3781, 1.0250, 0.7934, 0.7239, 0.8910, 0.4018, 0.6606, 0.2764, 0.8421}, 1355 { 0.3781, 0, 1.1512, 0.9715, 0.6106, 0.5082, 0.5320, 1.2453, 0.4451, 0.1669}, 1356 { 1.0250, 1.1512, 0, 0.9248, 0.7589, 0.8960, 0.9183, 0.5143, 0.5175, 1.2171}, 1357 { 0.7934, 0.9715, 0.9248, 0, 0.5292, 0.3149, 1.0188, 0.9487, 1.1534, 1.0583}, 1358 { 0.7239, 0.6106, 0.7589, 0.5292, 0, 0.2845, 1.1157, 1.2640, 0.7182, 0.7577}, 1359 { 0.8910, 0.5082, 0.8960, 0.3149, 0.2845, 0, 0.9214, 1.2749, 0.9845, 0.4616}, 1360 { 0.4018, 0.5320, 0.9183, 1.0188, 1.1157, 0.9214, 0, 0.3793, 0.3899, 0.9638}, 1361 { 0.6606, 1.2453, 0.5143, 0.9487, 1.2640, 1.2749, 0.3793, 0, 0.5318, 1.6567}, 1362 { 0.2764, 0.4451, 0.5175, 1.1534, 0.7182, 0.9845, 0.3899, 0.5318, 0, 0.8116}, 1363 { 0.8421, 0.1669, 1.2171, 1.0583, 0.7577, 0.4616, 0.9638, 1.6567, 0.8116, 0}, 1364 }, 1365 new double[,] 1366 { 1367 { 14.7781, 14.3950, 13.7138, 13.9618, 14.0352, 13.8578, 14.3707, 14.1018, 14.4990, 13.9100}, 1368 { 14.3950, 14.7781, 13.5767, 13.7715, 14.1542, 14.2607, 14.2360, 13.4735, 14.3260, 14.6102}, 1369 { 13.7138, 13.5767, 14.7781, 13.8217, 13.9982, 13.8525, 13.8286, 14.2545, 14.2511, 13.5045}, 1370 { 13.9618, 13.7715, 13.8217, 14.7781, 14.2390, 14.4598, 13.7206, 13.7960, 13.5743, 13.6778}, 1371 { 14.0352, 14.1542, 13.9982, 14.2390, 14.7781, 14.4908, 13.6154, 13.4528, 14.0413, 13.9995}, 1372 { 13.8578, 14.2607, 13.8525, 14.4598, 14.4908, 14.7781, 13.8254, 13.4407, 13.7576, 14.3090}, 1373 { 14.3707, 14.2360, 13.8286, 13.7206, 13.6154, 13.8254, 14.7781, 14.3938, 14.3828, 13.7798}, 1374 { 14.1018, 13.4735, 14.2545, 13.7960, 13.4528, 13.4407, 14.3938, 14.7781, 14.2363, 13.0113}, 1375 { 14.4990, 14.3260, 14.2511, 13.5743, 14.0413, 13.7576, 14.3828, 14.2363, 14.7781, 13.9425}, 1376 { 13.9100, 14.6102, 13.5045, 13.6778, 13.9995, 14.3090, 13.7798, 13.0113, 13.9425, 14.7781}, 686 1377 }, 687 1378 } … … 712 1403 new double[,] 713 1404 { 714 { 0.5767, 0.6633, 0.4980, 0.5588, 0.8510, 1.0532, 0.6845, 0.4776, 0.5254, 0.4543},715 { 0. 2756, 0.3688, 0.5733, 0.2537, 0.6682, 0.7170, 0.4039, 0.2199, 0.2494, 0.2996},716 { 0.5435, 0.6426, 0.5741, 0.6365, 1.2144, 0.8107, 0.4866, 0.6263, 0.5340, 0.4774},717 { 0. 3317, 0.4317, 0.5547, 0.3566, 0.8127, 0.8265, 0.2450, 0.2037, 0.2167, 0.3287},718 { 0. 1737, 0.3419, 0.4987, 0.1530, 0.6281, 0.6573, 0.3347, 0.1177, 0.1294, 0.2263},719 { 0. 1244, 0.2312, 0.4411, 0.1411, 0.5353, 0.5559, 0.1778, 0.0524, 0.0491, 0.1614},720 { 0.5 264, 0.5249, 0.7518, 0.5054, 0.4900, 1.0006, 0.6408, 0.4870, 0.4733, 0.4224},721 { 0.8556, 0.9368, 0.7753, 0.8528, 1.1632, 1.2961, 0.8909, 0.8193, 0.7984, 0.6886},722 { 0. 6251, 0.6728, 0.4889, 0.6191, 0.7840, 1.0950, 0.7139, 0.5665, 0.5648, 0.4174},723 { 0. 2155, 0.3383, 0.5837, 0.1593, 0.7267, 0.6922, 0.3726, 0.2082, 0.2186, 0.3249},724 }, 725 new double[,] 726 { 727 { 1.0490, 1.0777, 3.2240, 0.9672, 3.0213, 1.5108, 1.6771, 1.6478, 1.2478, 2.2672},728 { 0.5777, 1.0450, 1.6673, 0.4992, 2.1190, 1.1421, 1.0104, 1.1094, 0.7448, 1.3644},729 { 2.1246, 2.2479, 3.4526, 1.6919, 2.1236, 3.3679, 2.7976, 1.5214, 1.9041, 2.6212},730 { 1. 3170, 0.7250, 2.2233, 1.0698, 1.0274, 1.5513, 2.1295, 1.5883, 1.5021, 1.7032},731 { 1.4 080, 0.6551, 1.8980, 1.4249, 0.7096, 0.8808, 1.4075, 1.4146, 1.3360, 1.5596},732 { 0.9 281, 0.7482, 1.2467, 0.7687, 0.7347, 1.0613, 1.2826, 1.0386, 1.0071, 1.1216},733 { 1.0770, 1.8767, 2.3681, 0.9129, 3.5854, 1.7532, 1.5037, 1.0396, 1.1531, 2.1215},734 { 1.7387, 2.0120, 3.7012, 1.4217, 3.4103, 2.7309, 2.4467, 1.3395, 1.6854, 2.8121},735 { 1.3978, 1.8493, 3.4235, 1.2554, 3.3854, 2.1334, 1.8678, 1.5019, 1.4113, 2.5536},736 { 0.3944, 1.0110, 1.2523, 0.2526, 1.5856, 1.4004, 0.9900, 0.9825, 0.5788, 0.9777},1405 { 0, 0.4127, 1.0287, 0.6741, 0.5630, 0.4325, 0.5722, 1.0336, 0.4752, 0.5617}, 1406 { 0.4127, 0, 0.6880, 0.3738, 0.2907, 0.1730, 0.4679, 0.8675, 0.4878, 0.1286}, 1407 { 1.0287, 0.6880, 0, 0.7937, 0.6606, 0.5323, 0.9538, 0.9634, 0.8138, 0.6381}, 1408 { 0.6741, 0.3738, 0.7937, 0, 0.3455, 0.1881, 0.6345, 0.9714, 0.7339, 0.3214}, 1409 { 0.5630, 0.2907, 0.6606, 0.3455, 0, 0.1313, 0.5056, 0.8485, 0.6038, 0.2630}, 1410 { 0.4325, 0.1730, 0.5323, 0.1881, 0.1313, 0, 0.3748, 0.6687, 0.4734, 0.1491}, 1411 { 0.5722, 0.4679, 0.9538, 0.6345, 0.5056, 0.3748, 0, 0.6955, 0.5871, 0.5059}, 1412 { 1.0336, 0.8675, 0.9634, 0.9714, 0.8485, 0.6687, 0.6955, 0, 0.9475, 0.6932}, 1413 { 0.4752, 0.4878, 0.8138, 0.7339, 0.6038, 0.4734, 0.5871, 0.9475, 0, 0.6046}, 1414 { 0.5617, 0.1286, 0.6381, 0.3214, 0.2630, 0.1491, 0.5059, 0.6932, 0.6046, 0}, 1415 }, 1416 new double[,] 1417 { 1418 { 4.0023, 2.1261, 1.8626, 1.6054, 1.4771, 0.9102, 2.7697, 2.9858, 3.3730, 1.2556}, 1419 { 2.1261, 1.9372, 1.0981, 0.7172, 0.9121, 0.6569, 1.6947, 1.2703, 2.1250, 1.5231}, 1420 { 1.8626, 1.0981, 4.6784, 1.6055, 1.6490, 1.1138, 1.9438, 3.6140, 3.0330, 0.9581}, 1421 { 1.6054, 0.7172, 1.6055, 2.5635, 1.2584, 1.1688, 1.1565, 1.9117, 1.1689, 0.5622}, 1422 { 1.4771, 0.9121, 1.6490, 1.2584, 1.8469, 0.9049, 0.8350, 1.2221, 1.5977, 0.6577}, 1423 { 0.9102, 0.6569, 1.1138, 1.1688, 0.9049, 0.8258, 0.7611, 0.9541, 0.8954, 0.6253}, 1424 { 2.7697, 1.6947, 1.9438, 1.1565, 0.8350, 0.7611, 3.6346, 3.5720, 2.9305, 0.9789}, 1425 { 2.9858, 1.2703, 3.6140, 1.9117, 1.2221, 0.9541, 3.5720, 5.8240, 3.4327, 0.7368}, 1426 { 3.3730, 2.1250, 3.0330, 1.1689, 1.5977, 0.8954, 2.9305, 3.4327, 4.3277, 1.4057}, 1427 { 1.2556, 1.5231, 0.9581, 0.5622, 0.6577, 0.6253, 0.9789, 0.7368, 1.4057, 1.7151}, 737 1428 }, 738 1429 } … … 756 1447 new double[,] 757 1448 { 758 { 0.9277, 1.1294, 0.5692, 0.9208, 1.0857, 1.9243, 0.9742, 0.6136, 0.7561, 0.5402},759 { 0.4 163, 0.5003, 0.7718, 0.3938, 0.8777, 1.2339, 0.5706, 0.2610, 0.3331, 0.3622},760 { 0.6780, 0.8229, 0.6629, 0.8812, 1.9912, 0.9983, 0.5655, 0.8941, 0.6805, 0.5589},761 { 0. 4124, 0.7225, 0.6882, 0.4757, 1.6107, 1.3101, 0.2707, 0.2276, 0.2455, 0.3883},762 { 0. 1933, 0.5369, 0.6259, 0.1679, 1.3503, 1.2531, 0.4112, 0.1265, 0.1406, 0.2566},763 { 0. 1396, 0.3021, 0.5989, 0.1654, 1.0050, 0.8744, 0.2004, 0.0548, 0.0512, 0.1827},764 { 0. 8034, 0.6684, 0.9892, 0.8156, 0.5515, 1.6391, 0.9263, 0.7302, 0.6750, 0.5018},765 { 1.3 094, 1.4012, 0.9292, 1.4326, 1.5622, 1.9537, 1.2206, 1.3902, 1.2026, 0.8509},766 { 0. 9201, 0.9215, 0.5531, 0.9483, 0.9578, 1.7066, 0.9935, 0.7850, 0.7983, 0.4808},767 { 0. 3456, 0.4518, 0.8735, 0.2747, 1.0802, 1.0614, 0.5160, 0.2500, 0.3030, 0.4330},768 }, 769 new double[,] 770 { 771 { 12.4684, 13.5589, 27.2269, 11.7775, 28.4810, 20.3974, 17.6367, 15.6433, 13.2687, 19.9218},772 { 6.4483, 10.4768, 16.5855, 5.7248, 20.5652, 14.5226, 10.5485, 9.7302, 7.3516, 12.1897},773 { 19.5852, 21.2676, 29.4561, 17.3075, 25.7280, 30.6436, 24.0261, 16.0481, 17.9305, 22.6719},774 { 1 2.0994, 8.9651, 20.3832, 10.5449, 15.0447, 18.1696, 17.3814, 13.1126, 12.5737, 14.8704},775 { 1 1.5753, 7.6010, 17.6020, 11.5533, 11.2719, 12.4074, 12.7745, 11.2328, 10.7342, 13.0642},776 { 7.7002, 7.2219, 12.5086, 6.6571, 10.1926, 12.3345, 10.6842, 8.0169, 7.7623, 9.3850},777 { 12.1437, 17.6603, 23.0249, 10.8865, 29.8159, 21.2199, 16.0607, 11.5178, 12.1505, 18.6213},778 { 19.6612, 22.2367, 32.7783, 17.6462, 33.8425, 30.4168, 24.7688, 16.7960, 18.7578, 25.6781},779 { 15.2039, 18.7161, 28.6209, 14.2089, 30.5600, 24.5693, 19.2063, 15.3774, 14.7399, 21.7333},780 { 4.6744, 9.9769, 13.8465, 3.2199, 17.4141, 15.8657, 10.1292, 8.7194, 5.9286, 9.6290},781 }, 782 } 783 );784 } 785 786 787 private void TestCovarianceFunction(ICovarianceFunction cf, double hypValue, double[,] expectedCov, double[][,] expectedGradients ) {1449 { 0, 0.4881, 1.6583, 0.9692, 0.7827, 0.6522, 0.6841, 1.3942, 0.5367, 0.8270}, 1450 { 0.4881, 0, 1.1827, 0.5867, 0.3830, 0.2172, 0.5941, 1.5658, 0.5949, 0.1383}, 1451 { 1.6583, 1.1827, 0, 1.2171, 0.9340, 0.8047, 1.4579, 1.2131, 1.0263, 1.1349}, 1452 { 0.9692, 0.5867, 1.2171, 0, 0.4382, 0.2161, 1.0197, 1.5073, 1.2629, 0.5270}, 1453 { 0.7827, 0.3830, 0.9340, 0.4382, 0, 0.1488, 0.8534, 1.5465, 0.8372, 0.3717}, 1454 { 0.6522, 0.2172, 0.8047, 0.2161, 0.1488, 0, 0.5737, 1.2259, 0.7478, 0.1832}, 1455 { 0.6841, 0.5941, 1.4579, 1.0197, 0.8534, 0.5737, 0, 0.8230, 0.6981, 0.7909}, 1456 { 1.3942, 1.5658, 1.2131, 1.5073, 1.5465, 1.2259, 0.8230, 0, 1.2028, 1.5638}, 1457 { 0.5367, 0.5949, 1.0263, 1.2629, 0.8372, 0.7478, 0.6981, 1.2028, 0, 0.8770}, 1458 { 0.8270, 0.1383, 1.1349, 0.5270, 0.3717, 0.1832, 0.7909, 1.5638, 0.8770, 0}, 1459 }, 1460 new double[,] 1461 { 1462 { 29.5729, 18.5805, 22.1876, 17.0550, 15.1746, 10.1428, 24.4678, 29.7604, 28.1516, 13.6594}, 1463 { 18.5805, 14.3139, 13.9483, 8.3170, 8.8785, 6.0953, 15.8990, 16.9410, 19.1490, 12.1067}, 1464 { 22.1876, 13.9483, 34.5691, 18.1905, 17.2281, 12.4415, 21.9535, 33.6266, 28.2630, 12.5918}, 1465 { 17.0550, 8.3170, 18.1905, 18.9418, 11.7900, 9.9253, 13.7325, 21.9184, 14.8634, 6.8107}, 1466 { 15.1746, 8.8785, 17.2281, 11.7900, 13.6471, 7.5799, 10.4142, 16.4592, 16.3685, 6.8676}, 1467 { 10.1428, 6.0953, 12.4415, 9.9253, 7.5799, 6.1018, 8.6086, 12.9238, 10.4507, 5.6783}, 1468 { 24.4678, 15.8990, 21.9535, 13.7325, 10.4142, 8.6086, 26.8561, 31.2335, 25.7489, 11.3079}, 1469 { 29.7604, 16.9410, 33.6266, 21.9184, 16.4592, 12.9238, 31.2335, 43.0336, 32.2012, 12.2815}, 1470 { 28.1516, 19.1490, 28.2630, 14.8634, 16.3685, 10.4507, 25.7489, 32.2012, 31.9778, 15.0663}, 1471 { 13.6594, 12.1067, 12.5918, 6.8107, 6.8676, 5.6783, 11.3079, 12.2815, 15.0663, 12.6728}, 1472 }, 1473 } 1474 , 5e-3); 1475 } 1476 1477 1478 private void TestCovarianceFunction(ICovarianceFunction cf, double hypValue, double[,] expectedCov, double[][,] expectedGradients, double delta = 1E-3) { 788 1479 var x = GetData(); 789 1480 var xt = GetDataTest(); … … 792 1483 var hyp = Enumerable.Repeat(hypValue, nHyp).ToArray(); 793 1484 cf.SetParameter(hyp); 794 cf.SetData(x, xt);795 1485 796 1486 int rows0 = x.GetLength(0); … … 799 1489 for (int i = 0; i < rows0; i++) 800 1490 for (int j = 0; j < rows1; j++) 801 actualCov[i, j] = cf.GetC ovariance(i, j);802 803 AssertEqual(expectedCov, actualCov );1491 actualCov[i, j] = cf.GetCrossCovariance(x, xt, i, j); 1492 1493 AssertEqual(expectedCov, actualCov, delta); 804 1494 805 1495 for (int i = 0; i < rows0; i++) 806 1496 for (int j = 0; j < rows1; j++) { 807 var g = cf.GetGradient( i, j);1497 var g = cf.GetGradient(x, i, j).ToArray(); 808 1498 for (int k = 0; k < nHyp; k++) 809 Assert.AreEqual(expectedGradients[k][i, j], g[k], 5E-3);1499 Assert.AreEqual(expectedGradients[k][i, j], g[k], delta); 810 1500 } 811 1501 } … … 837 1527 Assert.AreEqual(expected[i], actual[i], 1E-3); 838 1528 } 839 private void AssertEqual(double[,] expected, double[,] actual ) {1529 private void AssertEqual(double[,] expected, double[,] actual, double delta = 5e-3) { 840 1530 Assert.AreEqual(expected.Length, actual.Length); 841 1531 for (int i = 0; i < expected.GetLength(0); i++) 842 1532 for (int j = 0; j < expected.GetLength(1); j++) 843 Assert.AreEqual(expected[i, j], actual[i, j], 5E-3);1533 Assert.AreEqual(expected[i, j], actual[i, j], delta); 844 1534 } 845 1535
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