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. |