Methods for Estimating Causal Effects from Observational Data

Documentation for package ‘CausalFX’ version 1.0.1

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