Topic: stochastic-interventions Goto Github
Some thing interesting about stochastic-interventions
Some thing interesting about stochastic-interventions
stochastic-interventions,:package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
User: nhejazi
Home Page: https://codex.nimahejazi.org/medoutcon
stochastic-interventions,:package: :game_die: R/medshift: Causal Mediation Analysis for Stochastic Interventions
User: nhejazi
Home Page: https://codex.nimahejazi.org/medshift
stochastic-interventions,Source files for reproducing results reported in the manuscript "Nonparametric Causal Mediation Analysis for Stochastic Interventional (In)Direct Effects" (N.S. Hejazi, K.E. Rudolph, M.J. van der Laan, I. Díaz, Biostatistics, 2022)
User: nhejazi
stochastic-interventions, Source files for reproducing results reported in the manuscript "Causal Mediation Analysis for Stochastic Interventions" (I. Diaz & N.S. Hejazi, JRSS-B, 2020)
User: nhejazi
stochastic-interventions,:speech_balloon: Talk on mediation effects based on stochastic interventions
User: nhejazi
stochastic-interventions,:speech_balloon: Talk on causal inference and variable importance with stochastic interventions under two-phase sampling
User: nhejazi
stochastic-interventions,:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
User: nhejazi
Home Page: https://codex.nimahejazi.org/txshift
stochastic-interventions,:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
User: nt-williams
Home Page: http://www.beyondtheate.com
stochastic-interventions, 🎯 :twisted_rightwards_arrows: Targeted Learning for Causal Mediation Analysis
Organization: tlverse
Home Page: https://tlverse.org/tmle3mediate
stochastic-interventions, 🎯 :game_die: Targeted Learning of the Causal Effects of Stochastic Interventions
Organization: tlverse
Home Page: https://tlverse.org/tmle3shift
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