Semiparametric Least Squares Inference for Causal Effects
Converter into Model Objects
Causal Effect Based on Semiparametric Least Squares Models
Semiparametric Least Squares Estimator Model
Least Squares Estimate of cslseModel or slseModel Objects
extract Method for cslse Objects
extract Method for slseFit Objects
Local Linear Splines Generator for Model Objects
Plot of Predicted Outcome
Outcome Prediction
Print Methods
Knots Selection Method
Knots Creator for Basis Functions
Summary Method for Fitted Models
Update Methods
Several causal effects are measured using least squares regressions and basis function approximations. Backward and forward selection methods based on different criteria are used to select the basis functions.