Thresholding Least Squares Inference for Causal Effects


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Documentation for package ‘causalTLSE’ version 0.1-0

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causal Causal Effect based on thresholding Least Squares models
causal.tlseFit Causal Effect based on thresholding Least Squares models
causal.tlseModel Causal Effect based on thresholding Least Squares models
causalTLSE Causal Effect based on thresholding Least Squares with knots selection
estModel Least squares estimate of 'tlseModel' objects
extract-method 'extract' method for 'causaltlse' objects
extract.causaltlse 'extract' method for 'causaltlse' objects
nsw Lalonde subsample of the National Supported Work Demonstration Data (NSW)
plot.tlseFit Plot methods
predict.tlseFit Plot method
print.causaltlse Print methods
print.summary.causaltlse Print methods
print.summary.tlseFit Print methods
print.tlseFit Print methods
print.tlseModel Print methods
selTLSE Knot selection method
setModel Thresholding Least Squares estimator model
simDat1 Simulated data.
simDat2 Simulated data.
simDat3 Simulated data.
simDat4 Simulated data.
summary.causaltlse Summary for objects of class otlse
summary.tlseFit Summary for objects of class otlse