Topic: "stochastic-interventions"
nt-williams/lmtp
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
Language: R - Size: 3.06 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 65 - Forks: 18
nhejazi/txshift
:package: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
Language: R - Size: 2.32 MB - Last synced at: 4 days ago - Pushed at: 8 months ago - Stars: 14 - Forks: 5
tlverse/tmle3shift
🎯 :game_die: Targeted Learning of the Causal Effects of Stochastic Interventions
Language: R - Size: 472 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 1
nhejazi/medoutcon
:package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
Language: R - Size: 824 KB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 8
nhejazi/medshift
:package: :game_die: R/medshift: Causal Mediation Analysis for Stochastic Interventions
Language: R - Size: 784 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 3
tlverse/tmle3mediate
🎯 :twisted_rightwards_arrows: Targeted Learning for Causal Mediation Analysis
Language: R - Size: 4.62 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
nhejazi/pub_medshift_interv_biostats
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. DÃaz, Biostatistics, 2022)
Language: R - Size: 4.16 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1
nhejazi/talk_txshift
:speech_balloon: Talk on causal inference and variable importance with stochastic interventions under two-phase sampling
Language: TeX - Size: 4.8 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
nhejazi/talk_medshift
:speech_balloon: Talk on mediation effects based on stochastic interventions
Language: TeX - Size: 1.29 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
nhejazi/pub_medshift_jrssb 📦
Source files for reproducing results reported in the manuscript "Causal Mediation Analysis for Stochastic Interventions" (I. Diaz & N.S. Hejazi, JRSS-B, 2020)
Language: R - Size: 8.26 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0