Package: DFBA 0.1.0
Daniel H. Barch
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.
Authors:
DFBA_0.1.0.tar.gz
DFBA_0.1.0.tar.gz(r-4.5-noble)DFBA_0.1.0.tar.gz(r-4.4-noble)
DFBA_0.1.0.tgz(r-4.4-emscripten)DFBA_0.1.0.tgz(r-4.3-emscripten)
DFBA.pdf |DFBA.html✨
DFBA/json (API)
# Install 'DFBA' in R: |
install.packages('DFBA', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 11 months agofrom:cfdcc71645. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 08 2024 |
R-4.5-linux | OK | Nov 08 2024 |
Exports:dfba_bayes_vs_t_powerdfba_beta_bayes_factordfba_beta_contrastdfba_beta_descriptivedfba_binomialdfba_bivariate_concordancedfba_gammadfba_mann_whitneydfba_mcnemardfba_median_testdfba_power_curvedfba_sign_testdfba_sim_datadfba_wilcoxonplotshow
Dependencies:
dfba_beta_bayes_factor
Rendered fromdfba_beta_bayes_factor.Rmd
usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_beta_contrast
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_beta_descriptive
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_binomial
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_bivariate_concordance
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_gamma
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_mann_whitney
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_mcnemar
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_median_test
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_power_functions
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_sign_test
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_sim_data
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
dfba_wilcoxon
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
Introduction
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usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-12-14
Started: 2023-12-14
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Simulated Distribution-Free Bayesian Power and _t_ Power | dfba_bayes_vs_t_power |
Bayes Factor for Posterior Beta Distribution | dfba_beta_bayes_factor |
Bayesian Contrasts | dfba_beta_contrast |
Descriptive Statistics for a Beta Distribution | dfba_beta_descriptive |
Bayesian Binomial Rate Parameter Inference | dfba_binomial |
Bayesian Distribution-Free Correlation and Concordance | dfba_bivariate_concordance |
Goodman-Kruskal Gamma | dfba_gamma |
Classes for DFBA | dfba_beta_contrast_out-class dfba_beta_descriptive_out-class dfba_binomial_out-class dfba_bivariate_concordance_out-class dfba_bivariate_concordance_star_out-class dfba_gamma_out-class dfba_interval_BF_out-class dfba_mann_whitney_large_out-class dfba_mann_whitney_small_out-class dfba_mcnemar_out-class dfba_median_test_out-class dfba_point_BF_out-class dfba_power_curve_out-class dfba_sign_test_out-class dfba_sim_data_out-class dfba_t_power_out-class dfba_wilcoxon_large_out-class dfba_wilcoxon_small_out-class |
Independent Samples Test (Mann Whitney U) | dfba_mann_whitney |
Bayesian Repeated-Measures McNemar Test for Change | dfba_mcnemar |
Bayesian Median Test | dfba_median_test |
Power Curves | dfba_power_curve |
Bayesian Sign Test | dfba_sign_test |
Simulated Data Generator and Inferential Comparison | dfba_sim_data |
Repeated-Measures Test (Wilcoxon Signed-Ranks Test) | dfba_wilcoxon |