[R-pkgs] rockchalk_1.5.4 posted
pauljohn at ku.edu
Mon Apr 9 23:31:42 CEST 2012
rockchalk is a collection of functions to facilitate presentation of regression models.
It includes some functions that I have been circulating for quite some time (such as
"outreg") as well as several others. The main aim is to allow people who do not
understand very much R to survive a course in intermediate regression analysis.
The examples included with the functions include more than the usual amount of detail.
This version features
1) a full vignette called "rockchalk" that illustrates many of the
functions in the package. The vignette includes an explanation of why mean-centering
and residual-centering do not help with the "inessential multicollinearity" problem
that concerns users of regression models in which there are interactions or
2) a function "summarize" that is intended to remedy some of the shortcomings I
perceive in R's summary function.
The package is not coordinated with any particular textbook and should help in
any class in which students are expected to estimate regression models, summarize
them in professional-looking tables, and conduct various follow up diagnostics.
plotSlopes & testSlopes: draw "simple slopes" graphs and conduct hypothesis tests
for moderator variables.
plotCurves: an attempt to provide a "termplot" replacement that allows plots that
plotPlane: a wrapper for persp to plot regressions in 3d (similar to scatterplot3d)
standardize, meanCenter, residualCenter: after fitting a non-centered model, use these
to experiment with the benefits (or lack thereof) that flow from centering.
Paul E. Johnson email: pauljohn at ku.edu
http://pj.freefaculty.org Assoc. Director
Professor, Political Science Center for Research Methods and Data Analysis
1541 Lilac Lane, Rm 504 1425 Jayhawk Blvd.
University of Kansas Watson Library, Rm. 470
Lawrence, Kansas 66045-3129 Lawrence, Kansas 66045-7555
Ph: (785) 864-3523 Ph: (785) 864-3353
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