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rsm (version 2.10.2)

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.

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Version

Install

install.packages('rsm')

Monthly Downloads

5,622

Version

2.10.2

License

GPL (>= 2)

Maintainer

Russell Lenth

Last Published

September 4th, 2020

Functions in rsm (2.10.2)

bbd

Generate a Box-Behnken design
FO

Response-surface model components
ChemReact

Chemical Reaction Data
ccd.pick

Find a good central-composite design
djoin

Join designs together into a blocked design
ccd

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

Functions for coded data
heli

Paper Helicopter Data
codata

Automobile emissions data
model.data

Reconstruct data from a linear model
contour.lm

Surface plot(s) of a fitted linear model
rsm

Response-surface regression
rsm-package

Response-surface analysis
steepest

Steepest-ascent methods for response surfaces
varfcn

Display the scaled variance function for a design