Package: rsm 2.10.5
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. An early version of the package is documented in Journal of Statistical Software <doi:10.18637/jss.v032.i07>.
Authors:
rsm_2.10.5.tar.gz
rsm_2.10.5.zip(r-4.5)rsm_2.10.5.zip(r-4.4)rsm_2.10.5.zip(r-4.3)
rsm_2.10.5.tgz(r-4.4-any)rsm_2.10.5.tgz(r-4.3-any)
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rsm_2.10.5.tgz(r-4.4-emscripten)rsm_2.10.5.tgz(r-4.3-emscripten)
rsm.pdf |rsm.html✨
rsm/json (API)
NEWS
| # Install 'rsm' in R: |
| install.packages('rsm', repos = c('https://rvlenth.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rvlenth/rsm/issues
Pkgdown:https://github.com
Last updated 6 months agofrom:a8264a5db6. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 07 2024 |
| R-4.5-win | NOTE | Dec 07 2024 |
| R-4.5-linux | NOTE | Dec 07 2024 |
| R-4.4-win | NOTE | Dec 07 2024 |
| R-4.4-mac | NOTE | Dec 07 2024 |
| R-4.3-win | NOTE | Dec 07 2024 |
| R-4.3-mac | NOTE | Dec 07 2024 |
Exports:as.coded.databbdcanonicalcanonical.pathccdccd.pickChemReactChemReact1ChemReact2codatacode2valcoded.datacodingscodings<-contour.lmcubedecode.datadjoindupeFOfoldoverheliimage.lmis.coded.dataloftestmodel.dataPEpersp.lmPQrecode.datarsmSOstarstdordersteepestsummary.rsmtruenamestruenames<-TWIval2codevarfcnxs
Dependencies:estimability
Response-surface illustration
Rendered fromillus.rmdusingknitr::rmarkdownon Dec 07 2024.Last update: 2024-06-10
Started: 2024-06-09
Response-Surface Methods in R, Using rsm
Rendered fromarticle-JSS.rmdusingknitr::rmarkdownon Dec 07 2024.Last update: 2024-06-10
Started: 2024-06-09
Surface Plots in the rsm Package
Rendered fromplots.rmdusingknitr::rmarkdownon Dec 07 2024.Last update: 2024-06-10
Started: 2024-06-09
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Response-surface analysis | rsm-package |
| Generate a Box-Behnken design | bbd |
| Generate central-composite designs and associated building blocks | ccd cube dupe foldover star |
| Find a good central-composite design | ccd.pick |
| Chemical Reaction Data | ChemReact ChemReact1 ChemReact2 |
| Automobile emissions data | codata |
| Functions for coded data | as.coded.data code2val coded.data codings codings.coded.data codings<- decode.data is.coded.data names<-.coded.data print.coded.data recode.data truenames truenames.coded.data truenames<- truenames<-.coded.data val2code [.coded.data |
| Surface plot(s) of a fitted linear model | contour.lm image.lm persp.lm |
| Join designs together into a blocked design | djoin stdorder |
| Response-surface model components | FO PE PQ SO TWI |
| Paper Helicopter Data | heli |
| Reconstruct data from a linear model | model.data |
| Response-surface regression | canonical codings.rsm emm_basis.rsm loftest print.summary.rsm recover_data.rsm rsm summary.rsm xs |
| Steepest-ascent methods for response surfaces | canonical.path steepest |
| Display the scaled variance function for a design | varfcn |
