SLSEdesign: Optimal Regression Design under the Second-Order Least SquaresEstimator
With given inputs that include number of points, discrete design space, a measure of skewness, models and parameter value, this package calculates the objective value, optimal designs and plot the equivalence theory under A- and D-optimal criteria under the second-order Least squares estimator. This package is based on the paper "Properties of optimal regression designs under the second-order least squares estimator" by Chi-Kuang Yeh and Julie Zhou (2021) <doi:10.1007/s00362-018-01076-6>.
| Version: | 0.0.5 |
| Imports: | CVXR |
| Suggests: | knitr,rmarkdown |
| Published: | 2025-06-05 |
| DOI: | 10.32614/CRAN.package.SLSEdesign |
| Author: | Chi-Kuang Yeh [aut, cre], Julie Zhou [aut, ctb], Jason Hou-Liu [ctb] |
| Maintainer: | Chi-Kuang Yeh <chi-kuang.yeh at mail.mcgill.ca> |
| BugReports: | https://github.com/chikuang/SLSEdesign/issues |
| License: | GPL-3 |
| URL: | https://github.com/chikuang/SLSEdesign |
| NeedsCompilation: | no |
| CRAN checks: | SLSEdesign results |
Documentation:
| Reference manual: | SLSEdesign.html ,SLSEdesign.pdf |
| Vignettes: | SLSEdesign (source,R code) |
Downloads:
| Package source: | SLSEdesign_0.0.5.tar.gz |
| Windows binaries: | r-devel:SLSEdesign_0.0.5.zip, r-release:SLSEdesign_0.0.5.zip, r-oldrel:SLSEdesign_0.0.5.zip |
| macOS binaries: | r-release (arm64):SLSEdesign_0.0.5.tgz, r-oldrel (arm64):SLSEdesign_0.0.5.tgz, r-release (x86_64):SLSEdesign_0.0.5.tgz, r-oldrel (x86_64):SLSEdesign_0.0.5.tgz |
| Old sources: | SLSEdesign archive |
Linking:
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