profiler-package: Profile Analysis of Multivariate Data in R
In profileR: Profile Analysis of Multivariate Data in R
Description
Author(s)
References
Description
The package profileR provides a set of multivariate methods and data visualization
tools to implement profile analysis and cross-validation techniques described in
Davison & Davenport (2002), Bulut (2013), and other resources.This 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.
Author(s)
Okan Bulut okanbulut84@gmail.com
Christopher David Desjardins
cddesjardins@gmail.com
References
Bulut, O. (2013). Between-person and within-person
subscore reliability: Comparison of unidimensional and
multidimensional IRT models. (Doctoral dissertation).
University of Minnesota. University of Minnesota,
Minneapolis, MN. (AAT 3589000).
Davison, M. L., & Davenport, E. C. (2002). Identifying
criterion-related patterns of predictor scores using
multiple regression. Psychological Methods, 7(4),
468-484.
Davison, M. L., Kim, S-K., & Close, C. W. (2009). Factor
analytic modeling of within person variation in score
profiles. Multivariate Behavioral Research, 44,
668-87.
profileR documentation built on May 2, 2019, 8:31 a.m.
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Description Author(s) References
Description
The package profileR provides a set of multivariate methods and data visualization tools to implement profile analysis and cross-validation techniques described in Davison & Davenport (2002), Bulut (2013), and other resources.This 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.
Author(s)
Okan Bulut okanbulut84@gmail.com
Christopher David Desjardins cddesjardins@gmail.com
References
Bulut, O. (2013). Between-person and within-person subscore reliability: Comparison of unidimensional and multidimensional IRT models. (Doctoral dissertation). University of Minnesota. University of Minnesota, Minneapolis, MN. (AAT 3589000).
Davison, M. L., & Davenport, E. C. (2002). Identifying criterion-related patterns of predictor scores using multiple regression. Psychological Methods, 7(4), 468-484.
Davison, M. L., Kim, S-K., & Close, C. W. (2009). Factor analytic modeling of within person variation in score profiles. Multivariate Behavioral Research, 44, 668-87.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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