inst/tinytest/test-fstat.R

In modelsummary: Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready

# lm f-stat accounts for vcov
mod <- lm(mpg ~ hp + factor(cyl) + drat, data = mtcars)
tab <- modelsummary(mod, output = "data.frame", vcov = list(NULL, "HC3"))
f_iid <- sprintf("%.3f", lmtest::waldtest(mod)$F[2])
f_hc3 <- sprintf("%.3f", lmtest::waldtest(mod, vcov = sandwich::vcovHC)$F[2])
expect_equivalent(tab[tab$term == "F", "(1)"], f_iid)
expect_equivalent(tab[tab$term == "F", "(2)"], f_hc3)
expect_false(f_iid == f_hc3)

# glm f-stat accounts for vcov
mod <- glm(am ~ hp + factor(cyl) + drat, data = mtcars, family = binomial)
tab <- modelsummary(mod, output = "data.frame", vcov = list(NULL, "HC3"))
f_iid <- sprintf("%.3f", lmtest::waldtest(mod)$F[2])
f_hc3 <- sprintf("%.3f", lmtest::waldtest(mod, vcov = sandwich::vcovHC)$F[2])
expect_equivalent(tab[tab$term == "F", "(1)"], f_iid)
expect_equivalent(tab[tab$term == "F", "(2)"], f_hc3)
expect_false(f_iid == f_hc3)