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rsm (version 2.10.5)

Response-Surface Analysis

Description

Provides functions to generate response-surface designs, fit first- and second-order response-surface models, make surface plots, obtain the path of steepest ascent, and do canonical analysis. A good reference on these methods is Chapter 10 of Wu, C-F J and Hamada, M (2009) "Experiments: Planning, Analysis, and Parameter Design Optimization" ISBN 978-0-471-69946-0. An early version of the package is documented in Journal of Statistical Software .

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Install

install.packages('rsm')

Monthly Downloads

6,388

Version

2.10.5

License

GPL (>= 2)

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Last Published

June 9th, 2024

Functions in rsm (2.10.5)

model.data

Reconstruct data from a linear model
steepest

Steepest-ascent methods for response surfaces
varfcn

Display the scaled variance function for a design
rsm

Response-surface regression
rsm-package

Response-surface analysis
FO

Response-surface model components
ccd.pick

Find a good central-composite design
ChemReact

Chemical Reaction Data
bbd

Generate a Box-Behnken design
heli

Paper Helicopter Data
ccd

Generate central-composite designs and associated building blocks
coded.data

Functions for coded data
contour.lm

Surface plot(s) of a fitted linear model
djoin

Join designs together into a blocked design
codata

Automobile emissions data