Methods for Estimating Causal Effects from Observational Data


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Documentation for package ‘CausalFX’ version 1.0.1

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bindagCausalEffectBackdoor Estimates Average Causal Effects by Covariate Adjustment in Binary Models
cfx Creates a CausalFX Problem Instance
covsearch Search for Causal Effect Covariate Adjustment
iv Bayesian Analysis of Binary Instrumental Variables
print.cfx Prints a CausalFX Problem Instance
print.summary.covsearch Print Summaries of Covariate Search Outputs
print.summary.iv Print Summaries of Binary Instrumental Variable Analyses
print.summary.wpp Print Summaries of Witness Protection Program Outputs
simulateWitnessModel Generates Synthetic CausalFX Problems
summary.covsearch Summarize Covariate Search Outputs
summary.iv Summarize Binary Instrumental Variable Analyses
summary.wpp Summarize Witness Protection Program Outputs
synthetizeCausalEffect Computes Average Causal Effects by Covariate Adjustment in Binary Models using a Given Causal Model
wpp The Witness Protection Program for Causal Effect Estimation