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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: | 1.7.1 |
| Depends: | R (≥ 3.0.2) |
| Imports: | utils, iterators, stats, lme4, Rcpp (≥ 0.11.0), foreach, doParallel, survival, future, car, viridis, magrittr, lmerTest, methods, progress, scales, doRNG, doFuture, progressr |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | testthat, mbest, ggplot2, lmtest, cli, gridExtra, rintrojs, shinythemes, shiny, shinyjs, gt, shinytest2 |
| Published: | 2024-03-26 |
| 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 |
| Reference manual: | skpr.pdf |
| Package source: | skpr_1.7.1.tar.gz |
| Windows binaries: | r-devel: skpr_1.7.1.zip, r-release: skpr_1.7.1.zip, r-oldrel: skpr_1.7.1.zip |
| macOS binaries: | r-release (arm64): skpr_1.7.1.tgz, r-oldrel (arm64): skpr_1.7.1.tgz, r-release (x86_64): skpr_1.7.1.tgz, r-oldrel (x86_64): skpr_1.7.1.tgz |
| Old sources: | skpr archive |
| Reverse suggests: | DoE.wrapper |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.