View to analyze the response behavior of a regression model

[gkronber]

This view should show the change in the output of the model depending on a free variable assuming all other variables in the models are constant. Following information can be gained through such analysis:

• direction of the influence of a variable on the output (negative or positive impact)
• the direction and amount that an input variable must be changed to reach a given output value.

Since it often is the case that variables are not independent and have a combined effect on the model output some way of variable set analysis should also be supported.

[gkronber]

r6656: implemented a first version of the model response view

[gkronber]

Screenshot of initial implementation idea

[gkronber]

Ideally it should be possible to visualize the model response of multiple models in one chart.

[gkronber]

r7028: fixed bugs in response function view and added scatter plot of original data as a reference.

[abeham]

r7030: removed .resx reference in .csproj file

[mkommend]

r7122: Renamed ResponseFunctionView and changed ordering of variable sliders (using the natural string comparer).

[mkommend]

Tested & reviewed the ResponseFunctionView and except the minor changes in r7122 everything works as expected. Please have a look at those changes and release the ticket afterwards.

[gkronber]

thanks for the improvements.