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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 <doi:10.18637/jss.v032.i07>.
Version: | 2.10.5 |
Imports: | estimability |
Suggests: | emmeans (> 1.3.5.1), Vdgraph, conf.design, DoE.base, FrF2, knitr, rmarkdown |
Published: | 2024-06-09 |
DOI: | 10.32614/CRAN.package.rsm |
Author: | Russell Lenth [aut, cre] |
Maintainer: | Russell Lenth <russell-lenth at uiowa.edu> |
BugReports: | https://github.com/rvlenth/rsm/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/rvlenth/rsm,https://rvlenth.github.io/rsm/ |
NeedsCompilation: | no |
Citation: | rsm citation info |
Materials: | NEWS |
In views: | ExperimentalDesign |
CRAN checks: | rsm results |
Reference manual: | rsm.pdf |
Vignettes: |
Response-Surface Methods in R, Using rsm Response-surface illustration Surface Plots in the rsm Package |
Package source: | rsm_2.10.5.tar.gz |
Windows binaries: | r-devel: rsm_2.10.5.zip, r-release: rsm_2.10.5.zip, r-oldrel: rsm_2.10.5.zip |
macOS binaries: | r-release (arm64): rsm_2.10.5.tgz, r-oldrel (arm64): rsm_2.10.5.tgz, r-release (x86_64): rsm_2.10.5.tgz, r-oldrel (x86_64): rsm_2.10.5.tgz |
Old sources: | rsm archive |
Reverse depends: | DoE.wrapper, IPO |
Reverse imports: | HoRM, OptimaRegion, rsurface |
Reverse suggests: | emmeans, ggDoE, industRial, mlr, vdg |
Please use the canonical form https://CRAN.R-project.org/package=rsm to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.