Regression-Based Causal Mediation Analysis with Interaction and Effect Modification Terms

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Documentation for package ‘regmedint’ version 1.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

beta_hat	Create a vector of coefficients from the mediator model (mreg)
calc_myreg	Return mediation analysis functions given mediator and outcome models specifications.
calc_myreg_mreg_linear_yreg_linear	Create calculators for effects and se (mreg linear / yreg linear)
calc_myreg_mreg_linear_yreg_logistic	Create calculators for effects and se (mreg linear / yreg logistic)
calc_myreg_mreg_logistic_yreg_linear	Create calculators for effects and se (mreg logistic / yreg linear)
calc_myreg_mreg_logistic_yreg_logistic	Create calculators for effects and se (mreg logistic / yreg logistic)
coef.regmedint	Extract point estimates.
coef.summary_regmedint	Extract the result matrix from a summary_regmedint object.
confint.regmedint	Confidence intervals for mediation prameter estimates.
fit_mreg	Fit a model for the mediator given the treatment and covariates.
fit_yreg	Fit a model for the outcome given the treatment, mediator, and covariates.
grad_prop_med_yreg_linear	Calculate the gradient of the proportion mediated for yreg linear.
grad_prop_med_yreg_logistic	Calculate the gradient of the proportion mediated for yreg logistic.
new_regmedint	Low level constructor for a regmedint S3 class object.
print.regmedint	print method for regmedint object
print.summary_regmedint	Print method for summary objects from 'summary.regmedint'
prop_med_yreg_linear	Calculate the proportion mediated for yreg linear.
prop_med_yreg_logistic	Calculate the proportion mediated for yreg logistic.
regmedint	regmedint: A package for regression-based causal mediation analysis
report_missing	Report variables with missing data
summary.regmedint	summary method for regmedint object
summary.regmedint_mod_poisson	Summary with robust sandwich variance estimator for modified Poisson
theta_hat	Create a vector of coefficients from the outcome model (yreg)
validate_args	Validate arguments to regmedint before passing to other functions
validate_regmedint	Validate soundness of a regmedint object.
vcov.regmedint	Extract variance estimates in the vcov form.
vcov.regmedint_mod_poisson	Robust sandwich variance estimator for modified Poisson
vv2015	Example dataset from Valeri and VanderWeele 2015.