diff --git a/DESCRIPTION b/DESCRIPTION index 114e31a10..fadd5fee9 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: performance Title: Assessment of Regression Models Performance -Version: 0.12.4.13 +Version: 0.12.4.14 Authors@R: c(person(given = "Daniel", family = "Lüdecke", diff --git a/R/check_collinearity.R b/R/check_collinearity.R index ea9b89325..742abcb14 100644 --- a/R/check_collinearity.R +++ b/R/check_collinearity.R @@ -76,6 +76,10 @@ #' terms _(Francoeur 2013)_. Centering interaction terms can resolve this #' issue _(Kim and Jung 2024)_. #' +#' @section Multicollinearity and Polynomial Terms: +#' Polynomial transformations are considered a single term and thus VIFs are +#' not calculated between them. +#' #' @section Concurvity for Smooth Terms in Generalized Additive Models: #' `check_concurvity()` is a wrapper around `mgcv::concurvity()`, and can be #' considered as a collinearity check for smooth terms in GAMs."Concurvity diff --git a/man/check_collinearity.Rd b/man/check_collinearity.Rd index 0b262eb8b..699695a06 100644 --- a/man/check_collinearity.Rd +++ b/man/check_collinearity.Rd @@ -115,6 +115,12 @@ terms \emph{(Francoeur 2013)}. Centering interaction terms can resolve this issue \emph{(Kim and Jung 2024)}. } +\section{Multicollinearity and Polynomial Terms}{ + +Polynomial transformations are considered a single term and thus VIFs are +not calculated between them. +} + \section{Concurvity for Smooth Terms in Generalized Additive Models}{ \code{check_concurvity()} is a wrapper around \code{mgcv::concurvity()}, and can be