Package: mixedbiastest 0.3.0
Andrew T. Karl
mixedbiastest: Bias Diagnostic for Linear Mixed Models
Provides a function to perform bias diagnostics on linear mixed models fitted with lmer() from the 'lme4' package. Implements permutation tests for assessing the bias of fixed effects, as described in Karl and Zimmerman (2021) <doi:10.1016/j.jspi.2020.06.004>. Karl and Zimmerman (2020) <doi:10.17632/tmynggddfm.1> provide R code for implementing the test using 'mvglmmRank' output. Development of this package was assisted by 'GPT o1-preview' for code structure and documentation.
Authors:
mixedbiastest_0.3.0.tar.gz
mixedbiastest_0.3.0.tar.gz(r-4.5-noble)mixedbiastest_0.3.0.tar.gz(r-4.4-noble)
mixedbiastest_0.3.0.tgz(r-4.4-emscripten)mixedbiastest_0.3.0.tgz(r-4.3-emscripten)
mixedbiastest.pdf |mixedbiastest.html✨
mixedbiastest/json (API)
| # Install 'mixedbiastest' in R: |
| install.packages('mixedbiastest', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- example_data - Example Dataset for the mixedbiastest Package
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 13 days agofrom:d61abd65bb. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 13 2024 |
| R-4.5-linux | OK | Dec 13 2024 |
Exports:list_fixed_effectsmixedbiastest
Dependencies:bootclicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixmgcvminqamunsellnlmenloptrpillarpkgconfigR6RColorBrewerRcppRcppEigenrlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| mixedbiastest: Bias Diagnostics for Linear Mixed Models | mixedbiastest-package |
| Example Dataset for the mixedbiastest Package | example_data |
| List Fixed Effects from an lmerMod Object | list_fixed_effects |
| Bias Diagnostic for Linear Mixed Models | mixedbiastest |
| Plot Method for Bias Diagnostic Results | plot.mixedbiastest |
| Print Method for Bias Diagnostic Results | print.mixedbiastest |
