Geographically Weighted Multiple Regression (Points/Grids)
geostatistics_regression
ParameterMultipleInput|PREDICTORS|Predictors|3.0|False
ParameterBoolean|PARAMETERS                        |Output of Regression Parameters|True
ParameterVector|POINTS|Points|0|False
ParameterTableField|DEPENDENT|Dependent Variable|POINTS|-1|False
ParameterSelection|DISTANCE_WEIGHTING_WEIGHTING|Distance Weighting|[0] no distance weighting;[1] inverse distance to a power;[2] exponential;[3] gaussian weighting
ParameterNumber|DISTANCE_WEIGHTING_IDW_POWER|Inverse Distance Weighting Power|None|None|1
ParameterBoolean|DISTANCE_WEIGHTING_IDW_OFFSET     |Inverse Distance Offset|True
ParameterNumber|DISTANCE_WEIGHTING_BANDWIDTH|Gaussian and Exponential Weighting Bandwidth|None|None|1.0
ParameterSelection|RANGE|Search Range|[0] search radius (local);[1] no search radius (global)
ParameterNumber|RADIUS|Search Radius|None|None|100
ParameterSelection|MODE|Search Mode|[0] all directions;[1] quadrants
ParameterSelection|NPOINTS|Number of Points|[0] maximum number of observations;[1] all points
ParameterNumber|MAXPOINTS|Maximum Number of Observations|None|None|10
ParameterNumber|MINPOINTS|Minimum Number of Observations|None|None|4
OutputRaster|REGRESSION|Regression
OutputRaster|QUALITY|Coefficient of Determination
OutputRaster|SLOPES|Regression Parameters
OutputVector|RESIDUALS|Residuals