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RSAtools (version 0.1.1)

Advanced Response Surface Analysis

Description

Provides tools for response surface analysis, using a comparative framework that identifies best-fitting solutions across 37 families of polynomials. Many of these tools are based upon and extend the 'RSA' package, by testing a larger scope of polynomials (+27 families), more diverse response surface probing techniques (+acceleration points), more plots (+line of congruence, +line of incongruence, both with extrema), and other useful functions for exporting results.

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Version

Install

install.packages('RSAtools')

Monthly Downloads

170

Version

0.1.1

License

GPL (>= 2)

Maintainer

Fernando Núñez-Regueiro

Last Published

June 19th, 2024

Functions in RSAtools (0.1.1)

RSA_step1

Simulation data on needs-supplies fit processes (STEP1)
exportRSA.fit

Export fit indices and names of polynomials models
plotting.ext

Plot extrema in the response surface along the lines of congruence and incongruence
plotting.rsa

Plots the response surface of a polynomial model of first, second, or third degree
best.rsa2

Compare two polynomial models against the data
sim_NSfit

Simulation data on needs-supplies fit processes (illustration)
ident.ext

Probe extrema in the response surface
RSAmodel

Estimate polynomial models for response surface analysis
exportRSA.bootstrap

Export bootstrapped parameters of polynomial model
RSAmodel.auxiliary

Estimate a list of polynomial models for RSA, using auxiliary variables in FIML
best.rsa

Compare a list of polynomial models against the data