anova.psem: ANOVA and chi-squared difference test for model comparison

In piecewiseSEM: Piecewise Structural Equation Modeling

ANOVA and chi-squared difference test for model comparison

Description

Compute analysis of variance table for one or more structural equation models.

Usage

## S3 method for class 'psem'
anova(object, ..., digits = 3, anovafun = "Anova")

Arguments

object	a psem object
...	additional objects of the same type
digits	number of digits to round results. Default is 3
anovafun	The function used for ANOVA. Defaults to Anova

Details

Additional models will be tested against the first model using a Chi-squared difference test.

Value

an F, LRT, or other table for a single model, or a list of comparisons between multiple models

Author(s)

Jon Lefcheck <[e-mail]>, Jarrett Byrnes <[e-mail]>

See Also

Anova

Examples

data(keeley)

mod1 <- psem(
lm(rich ~ cover, data = keeley),
lm(cover ~ firesev, data = keeley),
lm(firesev ~ age, data = keeley),
data = keeley
)

# get type II Anova
anova(mod1)

# conduct LRT
mod2 <- psem(
  lm(rich ~ cover, data = keeley),
  lm(cover ~ firesev, data = keeley),
  age ~ 1,
  data = keeley
)

anova(mod1, mod2)

piecewiseSEM documentation built on March 7, 2023, 7:45 p.m.