A set of functions to perform distribution-free Bayesian analyses. Included are Bayesian analogues to the frequentist Mann-Whitney U test, the Wilcoxon Signed-Ranks test, Kendall's Tau Rank Correlation Coefficient, Goodman and Kruskal's Gamma, McNemar's Test, the binomial test, the sign test, the median test, as well as distribution-free methods for testing contrasts among condition and for computing Bayes factors for hypotheses. The package also includes procedures to estimate the power of distribution-free Bayesian tests based on data simulations using various probability models for the data. The set of functions provide data analysts with a set of Bayesian procedures that avoids requiring parametric assumptions about measurement error and is robust to problem of extreme outlier scores.
| Version: | 0.1.0 |
| Depends: | R (≥ 2.10) |
| Imports: | methods, graphics, stats |
| Suggests: | knitr, rmarkdown, bookdown, testthat (≥ 3.0.0), vdiffr |
| Published: | 2023-12-13 |
| DOI: | 10.32614/CRAN.package.DFBA |
| Author: | Daniel H. Barch [aut, cre], Richard A. Chechile [aut] |
| Maintainer: | Daniel H. Barch <daniel.barch at tufts.edu> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | DFBA results |
| Reference manual: | DFBA.html , DFBA.pdf |
| Vignettes: |
dfba_beta_bayes_factor (source, R code) dfba_beta_contrast (source, R code) dfba_beta_descriptive (source, R code) dfba_binomial (source, R code) dfba_bivariate_concordance (source, R code) dfba_gamma (source, R code) dfba_mann_whitney (source, R code) dfba_mcnemar (source, R code) dfba_median_test (source, R code) dfba_power_functions (source, R code) dfba_sign_test (source, R code) dfba_sim_data (source, R code) dfba_wilcoxon (source, R code) intro (source, R code) |
| Package source: | DFBA_0.1.0.tar.gz |
| Windows binaries: | r-devel: DFBA_0.1.0.zip, r-release: DFBA_0.1.0.zip, r-oldrel: DFBA_0.1.0.zip |
| macOS binaries: | r-release (arm64): DFBA_0.1.0.tgz, r-oldrel (arm64): DFBA_0.1.0.tgz, r-release (x86_64): DFBA_0.1.0.tgz, r-oldrel (x86_64): DFBA_0.1.0.tgz |
| Reverse imports: | ISPYARDSWinProbabilityGSDesign |
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