RSA: Response Surface Analysis

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Advanced response surface analysis. The main function RSA computes and compares several nested polynomial regression models (full polynomial, shifted and rotated squared differences, rising ridge surfaces, basic squared differences). The package provides plotting functions for 3d wireframe surfaces, interactive 3d plots, and contour plots. Calculates many surface parameters (a1 to a4, principal axes, stationary point, eigenvalues) and provides standard, robust, or bootstrapped standard errors and confidence intervals for them.

Author
Felix Schönbrodt
Date of publication
2016-02-22 11:54:16
Maintainer
Felix Schönbrodt <felix@nicebread.de>
License
GPL (>= 2)
Version
0.9.10

View on CRAN

Man pages

aictab
Show a table of AIC model comparisons
compare
Compare a full list of RSA models
compare2
Compare two specific RSA models
confint.RSA
Computes confidence intervals for RSA parameters, standard or...
demoRSA
Plots a response surface of a polynomial equation of second...
fitted.RSA
Return fitted values of a RSA model
getPar
Retrieves several variables from an RSA object
modeltree
Plots a flow chart with model comparisons
motcon
Data set on motive congruence.
motcon2
Another data set on motive congruence.
movieRSA
Create a movie of plotRSA plots, with changing surface and/or...
plotRSA
Plots a response surface of a polynomial equation of second...
residuals.RSA
Return residual values of a RSA model
RSA
Performs several RSA model tests on a data set with two...
RSA.ST
Surface tests

Files in this package

RSA
RSA/inst
RSA/inst/RSA_modeltree.pdf
RSA/inst/CITATION
RSA/inst/NEWS.Rd
RSA/NAMESPACE
RSA/data
RSA/data/motcon2.tab
RSA/data/motcon.tab
RSA/R
RSA/R/aictab.R
RSA/R/print.RSA.R
RSA/R/helpers.R
RSA/R/motcon2-data.R
RSA/R/RSA.R
RSA/R/outpro.R
RSA/R/generics.R
RSA/R/demoRSA.R
RSA/R/movieRSA.R
RSA/R/plot.RSA.R
RSA/R/confint.R
RSA/R/modeltree.R
RSA/R/getPar.R
RSA/R/RSA.ST.R
RSA/R/demoSRRR.R
RSA/R/motcon-data.R
RSA/R/compare.R
RSA/R/demoSRR.R
RSA/R/imports.R
RSA/MD5
RSA/DESCRIPTION
RSA/man
RSA/man/plotRSA.Rd
RSA/man/movieRSA.Rd
RSA/man/aictab.Rd
RSA/man/RSA.Rd
RSA/man/getPar.Rd
RSA/man/residuals.RSA.Rd
RSA/man/compare2.Rd
RSA/man/demoRSA.Rd
RSA/man/compare.Rd
RSA/man/motcon.Rd
RSA/man/modeltree.Rd
RSA/man/motcon2.Rd
RSA/man/RSA.ST.Rd
RSA/man/fitted.RSA.Rd
RSA/man/confint.RSA.Rd