kc_baltab: Create balance table with group statistics; conduct t-tests...
In kennchua/kctools: Custom Tools for Data Analysis in R

kc_baltab

R Documentation

Create balance table with group statistics; conduct t-tests and F-test

Description

Create an export-ready data frame containing group means and group standard deviations (or standard errors), output from difference-in-means tests; as well as output from a joint significance test for models of group membership

Usage

kc_baltab(
  data,
  balvar,
  grpvar,
  refgrp,
  fevar = NULL,
  vcov = "hc1",
  report_sd = FALSE,
  report_ttest_pval = TRUE
)

Arguments

`data`	The data frame to tabulate
`balvar`	The variables to tabulate
`grpvar`	If TRUE then drops NA values; if FALSE then includes NA values
`refgrp`	Reference category for group comparisons
`fevar`	Name of fixed effects or block variables to condition on
`vcov`	Standard error type (e.g. "hc1", "iid", "hetero") or a name of a variable to cluster standard errors on
`report_sd`	If TRUE then reports standard deviation of each variable; if FALSE then reports standard errors
`report_ttest_pval`	If TRUE then reports p-values in difference in means test; if FALSE then reports mean difference