DFBA: Distribution-Free Bayesian Analysis

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

Documentation:

Reference manual:	DFBA.pdf
Vignettes:	dfba_beta_bayes_factor dfba_beta_contrast dfba_beta_descriptive dfba_binomial dfba_bivariate_concordance dfba_gamma dfba_mann_whitney dfba_mcnemar dfba_median_test dfba_power_functions dfba_sign_test dfba_sim_data dfba_wilcoxon intro

Downloads:

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

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