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rsm

Response-Surface Analysis

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.

Functions (15)

ChemReact

Chemical Reaction Data

FO

Response-surface model components

bbd

Generate a Box-Behnken design

ccd

Generate central-composite designs and associated building blocks

ccd.pick

Find a good central-composite design

codata

Automobile emissions data

coded.data

Functions for coded data

contour.lm

Surface plot(s) of a fitted linear model

djoin

Join designs together into a blocked design

heli

Paper Helicopter Data

model.data

Reconstruct data from a 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

rsm

Response-Surface Analysis

v2.10.2
GPL (>= 2)
Authors
Russell Lenth [aut, cre]
Initial release
2020-09-03

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