GRASP v.3.1 is a major update with many changes and additional features:
New functions:
• Plotting histogram of response variables (RVs) distribution: grasp.exp.distry()
• Plotting predictors variables (PVs) as maps: grasp.exp.xpred()
• Selecting a full model that explains a RV by PVs: grasp.mod.full()
• Testing the inclusion of a spatial trend variable stored in YYYtrend: grasp.mod.trend()
• Testing the inclusion of an autocorrelation variable stored in YYYautocor: grasp.mod.autocor()
• Testing the autocorrelation variable on the residual of the initial gam model: grasp.mod.autores()
• Creating an integrative factor variable to summarize variable interactions: grasp.mod.interact()
• Forcing an multiplicative interaction term in the model: grasp.mod.mult.interact()
• Create an ANOVA table by removing each predictors from full model: grasp.mod.anova()
Changes in structures and objects:
• MODELCALLS stores model calls instead model objects and uses therefore less memory (replaces STEPMODEL).
• VALIDATION stores now the results from grasp.mod.validate()
• XXXlut stores the minimum and maximum values of GRIDS to create lookup tables for predictions (this was saved in XXXpred in v.2.5)
• YYYtrend and YYY autocor store the trend and local autocorrelation values for responses
• YYYlut stores the minimum and maximum values of GRIDS of trends and autocorrelations of responses to create lookup tables for predictions
• Automatic creation of ..\grasplut, ..\grasplog and ..\graspgif folders in your working directory to store the results of analyses
Modification of existing functions:
• Introduction of “bruto” as a new method of variable selection using library “mda”.
• Introduction minimum contributions selection to complement existing selections
• Saving graphs directly as GIF files on your hard drive
• Many small improvements in most functions
Changes in GUI:
• A new menu offers many new links to the different functions and additional resources on the web.
• A new GRASP GUI brings together the old GRASP GUI and GRASP OPTIONS in a single GUI.