# Semiparametric Least Squares Inference for Causal Effects

## Documentation for package ‘causalSLSE’ version 0.4-1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

altCausal | Alternative Causal Effect estimation methods.
as.model | Converter into Model Objects
as.model.cslse | Converter into Model Objects
as.model.cslseFit | Converter into Model Objects
as.model.slseFit | Converter into Model Objects
causalSLSE | Causal Effect Based on Semiparametric Least Squares Models
causalSLSE.cslseFit | Causal Effect Based on Semiparametric Least Squares Models
causalSLSE.cslseModel | Causal Effect Based on Semiparametric Least Squares Models
causalSLSE.formula | Causal Effect Based on Semiparametric Least Squares Models
cslseModel | Semiparametric Least Squares Estimator Model
estSLSE | Least Squares Estimate of 'cslseModel' or 'slseModel' Objects
estSLSE.cslseModel | Least Squares Estimate of 'cslseModel' or 'slseModel' Objects
estSLSE.slseModel | Least Squares Estimate of 'cslseModel' or 'slseModel' Objects
extract-method | 'extract' methods for some objects.
extract.cslse | 'extract' methods for some objects.
extract.slseFit | 'extract' methods for some objects.
ipw | Alternative Causal Effect estimation methods.
LLmatching | Alternative Causal Effect estimation methods.
llSplines | Local Linear Splines Generator for Model Objects
llSplines.cslseModel | Local Linear Splines Generator for Model Objects
llSplines.slseModel | Local Linear Splines Generator for Model Objects
matching | Alternative Causal Effect estimation methods.
nsw | Lalonde Subsample of the National Supported Work Demonstration Data (NSW)
plot.cslseFit | Plot of Predicted Outcome
plot.slseFit | Plot of Predicted Outcome
predict.cslseFit | Outcome Prediction
predict.slseFit | Outcome Prediction
print.cslse | Print Methods
print.cslseFit | Print Methods
print.cslseModel | Print Methods
print.slseFit | Print Methods
print.slseKnots | Print Methods
print.slseModel | Print Methods
print.summary.cslse | Print Methods
print.summary.cslseFit | Print Methods
print.summary.slseFit | Print Methods
selSLSE | Knots Selection Method
selSLSE.cslseModel | Knots Selection Method
selSLSE.slseModel | Knots Selection Method
simDat1 | Simulated Data
simDat2 | Simulated Data
simDat3 | Simulated Data
simDat4 | Simulated Data.
simDat5 | Simulated Data
slseKnots | Knots Creator for Basis Functions
slseModel | Semiparametric Least Squares Estimator Model
summary.cslse | Summary Method for Fitted Models
summary.cslseFit | Summary Method for Fitted Models
summary.slseFit | Summary Method for Fitted Models
update.cslseModel | Update Methods
update.slseKnots | Update Methods
update.slseModel | Update Methods