CSPATIALREG Procedure

Functional Summary

Table 1 summarizes the statements and options available in the CSPATIALREG procedure. The sections that follow provide detailed syntax information about each of these statements, beginning with the PROC CSPATIALREG statement. The remaining statements are covered in alphabetical order.

Table 1: Functional Summary

Description Statement Option
Data Table Options
Specifies the input data table PROC CSPATIALREG DATA=
Specifies the spatial weights input data table PROC CSPATIALREG WMAT=
Suppresses normalization of the spatial weights PROC CSPATIALREG NONORMALIZE
Writes estimates of bold x prime Subscript i Baseline bold-italic beta, predicted values, and residuals to an output data table OUTPUT OUT=
Approximation Control Options
Specifies the approximation-related options PROC CSPATIALREG APPROXIMATION=
Declaring the Role of Variables
Specifies BY-group processing BY
Specifies classification variables CLASS
Specifies a spatial ID variable SPATIALID
Impact Estimation Control Option
Specifies options that are related to impact estimation PROC CSPATIALREG IMPACT
Printing Control Options
Prints the correlation matrix of the estimates MODEL CORRB
PROC CSPATIALREG CORRB
Prints the covariance matrix of the estimates MODEL COVB
PROC CSPATIALREG COVB
Suppresses the normal printed output MODEL NOPRINT
PROC CSPATIALREG NOPRINT
Prints all available output MODEL PRINTALL
PROC CSPATIALREG PRINTALL
Prints timing information PROC CSPATIALREG PRINTTIMING
Prints the names used internally for the parameters PROC CSPATIALREG PRINTINTERNALNAMES
Options to Control the Optimization Process
Specifies the maximum number of iterations MODEL MAXITER=
PROC CSPATIALREG MAXITER=
Selects the iterative minimization method to use MODEL METHOD=
PROC CSPATIALREG METHOD=
Specifies the maximum number of function calls MODEL MAXFUNC=
PROC CSPATIALREG MAXFUNC=
Specifies the upper limit of CPU time in seconds MODEL MAXTIME=
PROC CSPATIALREG MAXTIME=
Sets boundary restrictions on parameters BOUNDS
Sets initial values of parameters INIT
Sets linear restrictions on parameters RESTRICT
Model Estimation Options
Specifies the spatial lag of covariate effect SPATIALEFFECTS
Specifies the type of model MODEL TYPE=
PROC CSPATIALREG TYPE=
Specifies the type of covariance matrix MODEL COVEST=
Suppresses the intercept parameter MODEL NOINT
Output Control Options
Specifies the ODS tables to display DISPLAY
Specifies the ODS tables to save as output tables DISPLAYOUT
Outputs SAS variables to the output data table OUTPUT COPYVAR=
Outputs the residual OUTPUT RESID=
Outputs the expected value of the response variable OUTPUT PRED=
Outputs estimates of bold x prime Subscript i Baseline bold-italic beta OUTPUT XBETA=


Last updated: November 24, 2025