Package: rsurface 1.1.0
Timothy Schwinghamer
rsurface: Design of Rotatable Central Composite Experiments and Response Surface Analysis
Produces tables with the level of replication (number of replicates) and the experimental uncoded values of the quantitative factors to be used for rotatable Central Composite Design (CCD) experimentation and a 2-D contour plot of the corresponding variance of the predicted response according to Mead et al. (2012) <doi:10.1017/CBO9781139020879> design_ccd(), and analyzes CCD data with response surface methodology ccd_analysis(). A rotatable CCD provides values of the variance of the predicted response that are concentrically distributed around the average treatment combination used in the experimentation, which with uniform precision (implied by the use of several replicates at the average treatment combination) improves greatly the search and finding of an optimum response. These properties of a rotatable CCD represent undeniable advantages over the classical factorial design, as discussed by Panneton et al. (1999) <doi:10.13031/2013.13267> and Mead et al. (2012) <doi:10.1017/CBO9781139020879.018> among others.
Authors:
rsurface_1.1.0.tar.gz
rsurface_1.1.0.tar.gz(r-4.5-noble)rsurface_1.1.0.tar.gz(r-4.4-noble)
rsurface_1.1.0.tgz(r-4.4-emscripten)rsurface_1.1.0.tgz(r-4.3-emscripten)
rsurface.pdf |rsurface.html✨
rsurface/json (API)
# Install 'rsurface' in R: |
install.packages('rsurface', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- ExampleData - Example data for the 'rsurface' package
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 7 years agofrom:0012ed6a78. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 26 2024 |
R-4.5-linux | OK | Oct 26 2024 |
Exports:ccd_analysisdesign_ccd
Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crosstalkcurldata.tabledigestdplyrestimabilityevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigplotlypromisespurrrR6rappdirsRColorBrewerRcpprlangrmarkdownrsmsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Response surface regression analysis of CCD data | ccd_analysis |
Defines a CCD for k quantitative factors | design_ccd |
Example data for the 'rsurface' package | ExampleData |
Functions for the design of CCD experiments and the analysis of CCD experimental data | rsurface-package rsurface |