dot-get_smd: (For maintainer) Compute (standardized) mean differences

In trangnguyen74/tnMediation: Simple and more robust estimation of marginal natural (in)direct effects

(For maintainer) Compute (standardized) mean differences

Description

Internal functions called by .plot_balance. functions to compute (standardized) mean differences to be plotted.

Usage

.get_smd.med(w.dat, c.vars, m.vars, c.std, m.std)

.get_smd.ipw(w.dat, vars, standardize)

.get_smd.odds(w.dat, vars, standardize)

.get_smd.psYpred(w.dat, c.vars, c.std)

Arguments

w.dat	Dataset for pseudo samples, already cleaned and dummy coded.
c.vars	Names of covariates, checked and dummied.
m.vars	Names of mediators, checked and dummied.
c.std	Covariates to be standardized, already checked.
m.std	Mediators to be standardized, already checked.
cm.vars	Names of covariates and mediators, checked and dummied.
cm.vars.std	Covariates and mediators to be standardized, already checked.

Value

A data frame containing the (standardized) mean differences.

trangnguyen74/tnMediation documentation built on May 3, 2023, 6:58 a.m.