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Description

Profile Analysis of Multivariate Data in R.

A suite of multivariate methods and data visualization tools to implement profile analysis and cross-validation techniques described in Davison & Davenport (2002) <DOI: 10.1037/1082-989X.7.4.468>, Bulut (2013), and other published and unpublished resources. The package includes routines to perform criterion-related profile analysis, profile analysis via multidimensional scaling, moderated profile analysis, profile analysis by group, and a within-person factor model to derive score profiles.

###Package: profileR

###Title: Profile Analysis of Multivariate Data in R

###Type: Package

Development version: v0.3-3 on GitHub Build Status codecov.io

Description: Fit profile analytic models. This includes the multivariate methods and data visualization tools to implement profile analysis and cross-validation techniques described in Davison & Davenport (2002) and Bulut (2013).

Released versions are installable from CRAN and the developmental version can be installed by:

devtools::install_github(repo = "cddesja/profileR")

Changes since v0.3

  • Added JSS unpublished, and under review, manuscript as a vignette.
  • Added the spouse data in the package.

Changes since v0.2

  • Added wprifm, which performs a within-person random intercept factor model to obtain a score profile.
  • EXPERIMENTAL: Added moderated profile analysis. This function is untested and based on unpublished methodology.
  • Changed cp to cpa to avoid confusion with cp in Linux and Mac environments.
  • Changed pc to pcv.
Metadata

Version

0.3-5

License

Unknown

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