Multiple Regression Analysis (Points and Predictor Grids)
statistics_regression
ParameterMultipleInput|PREDICTORS|Predictors|3|False
ParameterVector|POINTS|Shapes|-1|False
ParameterTableField|ATTRIBUTE|Attribute|POINTS|-1|False
ParameterSelection|RESAMPLING|Resampling|[0] Nearest Neighbor;[1] Bilinear Interpolation;[2] Inverse Distance Interpolation;[3] Bicubic Spline Interpolation;[4] B-Spline Interpolation
ParameterBoolean|COORD_X|Include X Coordinate|True
ParameterBoolean|COORD_Y|Include Y Coordinate|True
ParameterBoolean|INTERCEPT|Intercept|True
ParameterSelection|METHOD|Method|[0] include all;[1] forward;[2] backward;[3] stepwise
ParameterNumber|P_VALUE|Significance Level|0.0|100.0|5.0
ParameterSelection|CROSSVAL|Cross Validation|[0] None;[1] leave one out;[2] 2-fold;[3] k-fold
ParameterNumber|CROSSVAL_K|Cross Validation Subsamples|2|None|10
ParameterSelection|RESIDUAL_COR|Residual Interpolation|[0] Multleve B-Spline Interpolation;[1] Inverse Distance Weighted
OutputTable|INFO_COEFF|Details: Coefficients
OutputTable|INFO_MODEL|Details: Model
OutputTable|INFO_STEPS|Details: Steps
OutputVector|RESIDUALS|Residuals
OutputRaster|REGRESSION|Regression
OutputRaster|REGRESCORR|Regression with Residual Correction