DEEPPRICE Procedure

TMODEL Statement

TMODEL treatment-variable <=covariates> </options>;

The TMODEL statement specifies options that are related to the treatment model and the DNN that is used to fit the treatment model. The treatment-variable specifies the treatment variable of the treatment model. It corresponds to one numeric variable in the input data table. The covariates specify the covariates of the treatment model. All covariate names are separated by spaces. If you omit the covariates and also omit the INSTRUMENT statement, no DNN is trained for the treatment model. For more information about the treatment model, see the section Treatment Model.

You can specify the following option after a forward slash (/):

DNN=(dnn-options): specifies the options of the DNN that is used to fit the treatment model. If you omit the DNN= option and specify the DNN statement, the DNN for the treatment model has the options that you specify in the DNN statement. If you omit both the DNN= option and the DNN statement, the DNN for the treatment model uses the default option values. If you specify both the DNN= option and the DNN statement, the DNN statement is ignored for the treatment model. For the dnn-options, you can specify one or more options that are listed in the section DNN Statement. If no covariates are specified in the TMODEL statement, the DNN= option is ignored.

Last updated: July 09, 2026