All functions

adaptest()

adaptest R package: Data-adaptive statistics for high-dimensional multiple testing

biotmle()

biotmle R package: Targeted Learning with moderated statistics for biomarker discovery

hal9001()

hal9001 R package: The scalable Highly Adaptive Lasso

haldensify()

haldensify R package: Conditional density estimation with the Highly Adaptive Lasso

medshift()

medshift R package: Causal mediation analysis for stochastic interventions

methyvim()

methyvim R package: Targeted, robust, and model-free differential methylation analysis

nima()

nima R package: Nima Hejazi's R Toolbox

origami()

origami R package: Generalized framework for cross-validation

sl3()

sl3 R package: Pipelines for machine learning and Super Learning

survtmle()

survtmle R package: Compute Targeted Minimum Loss-Based Estimates in Right-Censored Survival Settings

tmle3shift()

tmle3shift R package: Targeted Maximum Likelihood Estimation of the Effects of Stochastic Shift Interventions

txshift()

txshift R package: Targeted Learning of the causal effects of stochastic interventions