SLSEdesign: Optimal Regression Design under the Second-Order Least Squares Estimator
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: | 0.1.0 |
| Imports: | CVXR (≥ 1.8.0) |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2026-03-08 |
| DOI: | 10.32614/CRAN.package.SLSEdesign |
| Author: | Chi-Kuang Yeh 
[aut, cre],
Julie Zhou [aut, ctb],
Jason Hou-Liu [ctb] |
| Maintainer: | Chi-Kuang Yeh <cyeh at gsu.edu> |
| BugReports: | https://github.com/chikuang/SLSEdesign/issues |
| License: | GPL-3 |
| URL: | https://github.com/chikuang/SLSEdesign, https://chikuang.github.io/SLSEdesign/ |
| NeedsCompilation: | no |
| CRAN checks: | SLSEdesign results |
Documentation:
| Reference manual: | SLSEdesign.html , SLSEdesign.pdf |
| Vignettes: |
SLSEdesign (source, R code) |
Downloads:
| Package source: | SLSEdesign_0.1.0.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_0.1.0.tgz, r-oldrel (arm64): SLSEdesign_0.1.0.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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