tlverse's repositories
tlverse-handbook
🎯 :closed_book: Targeted Learning in R: A Causal Data Science Handbook
tmle3shift
🎯 :game_die: Targeted Learning of the Causal Effects of Stochastic Interventions
tmle3mopttx
🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention
acic2022-adv-workshop
Materials for the workshop "Targeted Machine Learning of the Causal Effects of Dynamic and Shift Interventions with the tlverse R Packages" at the 2022 American Causal Inference Conference
enar2023-workshop
Materials for the workshop "Targeted Learning: Advanced Methods for Causal Machine Learning" at the 2023 International Biometric Society's Eastern North American Region (ENAR) Conference
csp2020-workshop
:dart: :school_satchel: Materials for a full-day workshop on Targeted Learning with the tlverse at the 2020 Conference on Statistical Practice
ser2021-workshop
Materials for the workshop "Targeted Learning in the tlverse: Causal Inference Meets Machine Learning" at the 2021 Society for Epidemiologic Research (SER) Meeting
ser2022-workshop
Materials for two half-day workshops on Targeted Learning with the tlverse at the 2022 Society for Epidemiologic Research Meeting
tmle3mediate
🎯 :twisted_rightwards_arrows: Targeted Learning for Causal Mediation Analysis
deming2019-workshop
:dart: :school_satchel: Materials for a 2-day workshop on Targeted Learning with the tlverse at the 2019 Deming Conference on Applied Statistics
jsm2023-workshop
Materials for the workshop "Targeted Learning in the tlverse: Techniques and Tools for Causal Machine Learning" at the 2023 Joint Statistical Meetings (JSM) Conference
longbowtools
Script Automation Tools
tlverse-workshops
🎯 :closed_book: Template repository for workshop materials on Targeted Learning with the tlverse
tlverse.org
:earth_americas: The internet home of the tlverse [source]
enar2021-workshop
Workshop materials for "Targeted Learning in the tlverse: Causal Inference Meets Machine Learning" at the 2021 Spring Meeting of the Eastern North American Region (ENAR) of the International Biometric Society
gates2019-workshop
:dart: :school_satchel: Materials for a half-day workshop on Targeted Learning with the tlverse at a 2019 meeting of the Gates Foundation
tlverse-slides
Slide presentations for the tlverse
tmlcimx2021-workshop
Materials for the workshop "Targeted Machine Learning for Big Data" as part of the Programa de Actualización en Salud Pública y Epidemiología of the Instituto Nacional de Salud Públic de México
tlverse-developers
Developer's Guide to the tlverse