R: Causal Inference with Tree-Based Machine Learning Algorithms

# Causal Inference with Tree-Based Machine Learning Algorithms

## Documentation for package ‘htetree’ version 0.1.23

- DESCRIPTION file

## Help Pages

bundScript | Include the Javascript Used in Shiny
causalForest | Causal Effect Regression and Estimation Forests (Tree Ensembles)
causalTree | Causal Effect Regression and Estimation Trees
causalTree.branch | Compute the "branches" to be drawn for an 'causalTree' object
causalTree.control | Intermediate function for 'causalTree'
causalTree.matrix | Intermediate function for 'causalTree'
causalTreecallback | Intermediate function for 'causalTree'
causalTreeco | Intermediate function for 'causalTree'
clearTemp | Clear Temporary Files
est.causalTree | Intermediate function for 'causalTree'
estimate.causalTree | estimate causal Tree
formatg | Intermediate function for 'causalTree'
getDefaultPath | Get the Current Working Directory
getDensities | Getting Distribution in Treatment and Control Groups
honest.causalTree | Causal Effect Regression and Estimation Trees: One-step honest estimation
honest.est.causalTree | honest re-estimation and change the frame of object using estimation sample
honest.est.rparttree | honest re-estimation and change the frame of object using estimation sample
honest.rparttree | Honest recursive partitioning Tree
htetree.anova | Intermediate function for 'causalTree'
hte_causalTree | Estimate Heterogeneous Treatment Effect via Causal Tree
hte_forest | Estimate Heterogeneous Treatment Effect via Random Forest
hte_ipw | Estimate Heterogeneous Treatment Effect via Adjusted Causal Tree
hte_match | Estimate Heterogeneous Treatment Effect via Adjusted Causal Tree
hte_plot | Visualize the Estimated Results
hte_plot_line | Visualize the Estimated Results
importance | Caclulate variable importance
init.causalForest | Causal Effect Regression and Estimation Forests (Tree Ensembles)
makeplots | Visualize Causal Tree and the Estimated Results
matchinleaves | NN Matching in Leaves
model.frame.causalTree | Intermediate function for 'causalTree'
na.causalTree | Intermediate function for 'causalTree'
plotOutcomes | Intermediate function for 'hte_plot_line'
predict.causalForest | Causal Effect Regression and Estimation Forests (Tree Ensembles)
runDynamic | Visualize Causal Tree and Treatment Effects via Shiny
saveBCSS | Save Javascript Embedded in Shiny App
saveFiles | Save Necessary Files to Run Shiny App
saveGCSS | Save CSS File Embedded in Shiny App
saveInd | Save HTML Index Embedded in Shiny App
saveServ | Save Shiny Server Temporarily
saveUI | Save Shiny UI Temporarily
simulation.1 | A Simulated Dataset