Tidy / Glance Methods for R2_mixed_effects Output

Returns the broom-style summary of the marginal and conditional \(R^2\): term ("R2_marginal" or "R2_conditional"), estimate, and, when a bootstrap interval was requested, ci_lower, ci_upper, and conf_level. glance returns the same information in one row per quantity.

Usage

# S3 method for class 'dmar_R2_mixed_effects'
tidy(x, ...)

# S3 method for class 'dmar_R2_mixed_effects'
glance(x, ...)

Arguments

x

A dmar_R2_mixed_effects object returned by R2_mixed_effects.

...

Unused.

Value

A data.frame in broom convention.

Author

Ken Kelley kkelley@nd.edu

Examples

fit <- lme4::lmer(Reaction ~ Days + (Days | Subject),
                  data = lme4::sleepstudy)
res <- R2_mixed_effects(fit)
generics::tidy(res)
#>             term  estimate
#> 1    R2_marginal 0.2786511
#> 2 R2_conditional 0.7992199
generics::glance(res)
#>             term  estimate
#> 1    R2_marginal 0.2786511
#> 2 R2_conditional 0.7992199