CRAN/E | DFBA

DFBA

Distribution-Free Bayesian Analysis

Installation

About

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.

Key Metrics

Version 0.1.0
R ≥ 2.10
Published 2023-12-13 126 days ago
Needs compilation? no
License GPL-2
CRAN checks DFBA results

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Maintainer

Maintainer

Daniel H. Barch

daniel.barch@tufts.edu

Authors

Daniel H. Barch

aut / cre

Richard A. Chechile

aut

Material

Reference manual
Package source

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

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 2.10

Imports

methods
graphics
stats

Suggests

knitr
rmarkdown
bookdown
testthat ≥ 3.0.0
vdiffr