R functions (C)

The list of new R functions introduced in this Machine learning in causal inference lab component are below:

Function.name	Package.name	Use
publish	Publish	To publish regression models
median	stats	To calculate the median of a numeric vector
SL.mean	SuperLearner	SuperLearner wrapper for the mean learner
SL.glm	SuperLearner	SuperLearner wrapper for the generalized linear model learner
SL.glmnet	SuperLearner	SuperLearner wrapper for the generalized linear model with elastic net penalty learner
SL.xgboost	SuperLearner	SuperLearner wrapper for the extreme gradient boosting learner
SL.randomForest	SuperLearner	SuperLearner wrapper for the random forest learner
SL.svm	SuperLearner	SuperLearner wrapper for the support vector machine (SVM) learner
CreateTableOne	tableone	To create a summary table for a dataset
tmle	tmle	To run Targeted Maximum Likelihood Estimation (TMLE) for causal inference
tmle.SL.dbarts2	tmle	SuperLearner wrapper for the Bayesian Additive Regression Trees (BART) learner