Causal Inference Modeling for Estimation of Causal Effects

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Documentation for package ‘CausalModels’ version 0.2.0

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doubly_robust Doubly Robust Model
gestimation One Parameter G-Estimation of Structural Nested Mean Models
init_params Initialize CausalModels Package
ipweighting Parametric IP Weighting
iv_est Standard Instrumental Variable Estimator
outcome_regression Outcome Regression
propensity_matching Propensity Matching
propensity_scores Propensity Scores
standardization Parametric Standardization