JWileymisc (version 0.3.1)

detailedTests: Detailed Comparisons and Tests on Models

Description

TODO: make me!

Usage

detailedTests(obj, ...)

Arguments

obj

A fitted model object, currently either a merMod or vglm class object.

...

Additional arguments passed to specific methods.

Value

Depends on the method dispatch, see .detailedTestsLMER and .detailedTestsVGLM.

Examples

# NOT RUN {
mtcars$cyl <- factor(mtcars$cyl)
m <- VGAM::vglm(cyl ~ qsec,
  family = VGAM::multinomial(), data = mtcars)
detailedTests(m)
rm(m, mtcars)

# }
# NOT RUN {
mtcars$cyl <- factor(mtcars$cyl)
mtcars$am <- factor(mtcars$am)
m <- VGAM::vglm(cyl ~ qsec,
  family = VGAM::multinomial(), data = mtcars)
detailedTests(m)

detailedTests(m, digits = 4)$Table
detailedTests(m, OR = FALSE)
detailedTests(m, digits = 4, OR = FALSE)$Table

m <- VGAM::vglm(cyl ~ scale(qsec),
  family = VGAM::multinomial(), data = mtcars)
detailedTests(m)

m2 <- VGAM::vglm(cyl ~ factor(vs) * scale(qsec),
  family = VGAM::multinomial(), data = mtcars)
detailedTests(m2)

m <- VGAM::vglm(Species ~ Sepal.Length,
  family = VGAM::multinomial(), data = iris)
detailedTests(m)

data(aces_daily)
m1 <- lme4::lmer(NegAff ~ STRESS + (1 + STRESS | UserID),
  data = aces_daily)
m2 <- lme4::lmer(NegAff ~ STRESS + I(STRESS^2) + (1 + STRESS | UserID),
  data = aces_daily)
testm1 <- detailedTests(m1, method = "profile")
testm2 <- detailedTests(m2, method = "profile")
testm2b <- detailedTests(m2, method = "boot", nsim = 100)
# }