R: Estimating Controlled Direct Effects for Explaining Causal Findings

# Estimating Controlled Direct Effects for Explaining Causal Findings

## Documentation for package ‘DirectEffects’ version 0.3

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

balance.tmatch | Balance diagnostics for Telescope Match objects
balance_table | Balance diagnostics telescope matching
boots_g | Coefficient Estimates across Bootstrapped Samples
boots_tm | Bootstrap Uncertainty Estimates for Telescope Matching
cdesens | Estimate sensitivity of ACDE estimates under varying levels of unobserved confounding
cde_aipw | Initialize an AIPW CDE estimator
cde_did_aipw | Initialize an AIPW DID-CDE estimator
cde_ipw | Initialize an IPW CDE estimator
cde_reg_impute | Initialize an regression imputation CDE estimator
cde_telescope_match | Initialize an telescope matching CDE estimator
civilwar | Data on civil wars and internal conflict from 1945-1999.
estimate | Fit a specified CDE estimator
jobcorps | Data on health and employment outcomes measured as part of the U.S. Job Corps employment training experiment.
outreg_model | Specify the outcome regression model for a CDE treatment
plot.cdesens | Plot output from cdesens
plotDiag.tmatch | Histograms of matching weights
ploughs | Data on historical plough use and the socioeconomic status of women.
sequential_g | Perform linear sequential g-estimation to estimate the controlled direct effect of a treatment net the effect of a mediator.
set_treatment | Specifiy a treatment variable for a controlled direct effect
summary.seqg | Computes standard errors and p-values of DirectEffects estimates
summary.seqgboots | Summary of DirectEffect Bootstrap Estimates
summary.tmatch | Summarize telescope match objects
telescope_match | Perform telescope matching to estimate the controlled direct effect of a binary treatment net the effect of binary mediators
transphobia | Data from a randomized experiment on transgender rights.
treat_model | Specify the propensity score model for a CDE treatment