easystats / easystats/performance
multiple R instead of R2
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Enhancement :boom:
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- R
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Description
I'd like to have a method to transform R2 indices into multiple correlations (R).
I am thinking a an S3 method for sqrt() that transforms appropriate columns might be good.
m <- lm(mpg ~ disp * hp, data = mtcars)
p <- performance::performance(p)
sqrt.performance_model <- function(x) {
x |> mutate(R2 = sqrt(R2), R2_adjusted = sqrt(R2_adjusted)) |> rename(R = R2, R_adjusted = R2_adjusted)
}
sqrt(p)
What do you think @strengejacke @mattansb @DominiqueMakowski ? This could also be applied in effectsize.
Contributor guide
First steps
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Research direction
Start with the supplied lm() and performance::performance() example and inspect the resulting performance object and its R2 columns. The proposed sqrt.performance_model entry point should produce R and R_adjusted values when sqrt(p) is called; verify the behavior on the example and add coverage for the transformation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- r
- Domain
- analytics
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100