Estimating Controlled Direct Effects for Explaining Causal Findings

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Documentation for package ‘DirectEffects’ version 0.2.1

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boots_g Coefficient Estimates across Bootstrapped Samples
cdesens Estimate sensitivity of ACDE estimates under varying levels of unobserved confounding
civilwar Data on civil wars and internal conflict from 1945-1999.
plot.cdesens Plot output from cdesens
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.
summary.seqg Computes standard errors and p-values of DirectEffects estimates
summary.seqgboots Summary of DirectEffect Bootstrap Estimates