causal-effects

There are 0 repository under causal-effects topic.

AlaaLab / conformal-metalearners
[ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
causal-effects conformal-prediction treatment-effect-estimation uncertainty-estimation predictive-inference
Language:Python 41
nhejazi / txshift
:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
causal-inference targeted-learning machine-learning stochastic-interventions treatment-effects variable-importance censored-data causal-effects statistics robust-statistics stochastic-treatment-regimes
Language:R 13
blind-contours / CVtreeMLE
:deciduous_tree: :dart: Cross Validated Decision Trees with Targeted Maximum Likelihood Estimation
machine-learning targeted-learning statistics variable-importance causal-inference decision-trees robust-statistics causal-effects exposure-mixtures
Language:R 5
helske / trapdoor
Estimation of causal effects with small data in the presence of trapdoor variables
bayesian-inference causal-effects estimation
Language:TeX 4