skpr: Design of Experiments Suite: Generate and Evaluate OptimalDesigns
Generates and evaluates D, I, A, Alias, E, T, and G optimal designs. Supports generation and evaluation of blocked and split/split-split/.../N-split plot designs. Includes parametric and Monte Carlo power evaluation functions, and supports calculating power for censored responses. Provides a framework to evaluate power using functions provided in other packages or written by the user. Includes a Shiny graphical user interface that displays the underlying code used to create and evaluate the design to improve ease-of-use and make analyses more reproducible. For details, see Morgan-Wall et al. (2021) <doi:10.18637/jss.v099.i01>.
| Version: | 1.9.2 |
| Depends: | R (≥ 4.1.0) |
| Imports: | utils,iterators, stats,lme4,Rcpp (≥ 0.11.0),foreach,doParallel,survival,future,car,viridis,magrittr,lmerTest, methods,progress,doRNG,doFuture,progressr,geometry,digest |
| LinkingTo: | Rcpp,RcppEigen |
| Suggests: | testthat,mbest,ggplot2,lmtest,cli,gridExtra,rintrojs,shinythemes,shiny,shinyjs,gt,shinytest2 |
| Published: | 2025-09-30 |
| DOI: | 10.32614/CRAN.package.skpr |
| Author: | Tyler Morgan-Wall [aut, cre], George Khoury [aut] |
| Maintainer: | Tyler Morgan-Wall <tylermw at gmail.com> |
| BugReports: | https://github.com/tylermorganwall/skpr/issues |
| License: | GPL-3 |
| Copyright: | Institute for Defense Analyses |
| URL: | https://github.com/tylermorganwall/skpr,https://tylermorganwall.github.io/skpr/ |
| NeedsCompilation: | yes |
| Citation: | skpr citation info |
| Materials: | NEWS |
| In views: | ExperimentalDesign |
| CRAN checks: | skpr results |
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