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source: branches/StatisticalTesting/HeuristicLab.Analysis.Statistics/3.3/StatisticalTestingView.resx @ 9713

Last change on this file since 9713 was 9353, checked in by ascheibe, 12 years ago

#2031 initial import of views for statistical testing

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190  <data name="infoLabel.ToolTip" xml:space="preserve">
191    <value>This view offers tools for statistical analysis.
192
193Check for normality of the data is done using the Jarque-Bera test.
194It requires a sample size of at least 5 samples.
195
196Statistical hypothesis testing between all groups is performed using the Kruskal-Wallis test.
197
198For pairwise comparision of the groups the Mann-Whitney U test is used.
199It also requires sample sizes of at least 5 samples.
200
201The p-values calculated by the statistical tests are interpreted as follows:
202The null hypothesis states that the groups which are compared have the same distribution.
203A p-value &lt; 0.05 (this value is often chosen as significance level)  means the null hypothesis is rejected,
204which therefore means that the distributions are not equal.
205
206For the pariwise statistical test, in addition to the p-value, Cohen's d and Hedges' g are calculated.
207According to Wikipedia, these values can be interpreted as follows: "A lower Cohen's d indicates a necessity of larger sample sizes, and vice versa."</value>
208  </data>
209</root>
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