Description
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.
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | ERROR |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
OK
r-devel-linux-x86_64-debian-clang
*
ERROR
r-devel-linux-x86_64-debian-gcc
tests
Running ‘testthat.R’ [83s/112s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/tests.html
> # * https://testthat.r-lib.org/reference/test_package.html#special-files
>
> library(testthat)
> library(DFBA)
> library(vdiffr)
>
> test_check("DFBA")
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Note: 1 cells with missing values in E vector omitted
For reliable results, the recommended minimum number of Monte Carlo samples is 10000
Note: 1 cells with missing values in C vector omitted
Note: 1 cells with missing values in E vector omitted
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Note: 1 cells with missing values in C vector omitted
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For reliable results, the recommended minimum number of Monte Carlo samples is 10000
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100% complete
For reliable results, the recommended minimum number of Monte Carlo samples is 10000
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98% complete
99% complete
100% complete
100% complete
For reliable results, the recommended minimum number of Monte Carlo samples is 10000
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97% complete
98% complete
98% complete
98% complete
99% complete
100% complete
100% complete
For reliable results, the recommended minimum number of Monte Carlo samples is 10000
0% complete
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NULL
NULL
$mfrow
[1] 1 2
NULL
NULL
NULL
NULL
NULL
NULL
NULL
NULL
NULL
NULL
NULL
NULL
For reliable results, the recommended minimum number of Monte Carlo samples is 10000
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NULL
NULL
NULL
$stats
[,1] [,2]
[1,] 1.235928 2.021618
[2,] 26.555213 30.513236
[3,] 51.456545 58.538214
[4,] 76.823192 80.955541
[5,] 126.511008 144.196609
$n
[1] 450 450
$conf
[,1] [,2]
[1,] 47.71249 54.78117
[2,] 55.20060 62.29525
$out
[1] 153.9709 233.2865 207.8695 819.9577
$group
[1] 1 1 2 2
$names
[1] "C" "E"
$stats
[,1]
[1,] -4.1974300
[2,] -0.3298803
[3,] 0.7268435
[4,] 2.3680996
[5,] 6.3885359
$n
[1] 450
$conf
[,1]
[1,] 0.5258928
[2,] 0.9277942
$out
[1] -5.172258 36.347215 -23.701428 7.166634 -5.147690 -12.440769
[7] 16.008518 -4.713447 -5.568311 14.746068 14.650335 10.034248
[13] 25.934179 698.133783 9.197680 9.554818 7.141221 -4.400780
[19] -6.695385 12.746886 147.455918 7.873096 -14.689843 10.143307
[25] -5.507603 15.127682 -57.167553 -4.668838 7.862883 -6.233590
[31] 8.941388 -14.798248 -8.685102 -10.940293 -7.725851 -24.013702
[37] -4.747428 -22.718860 559.664977 14.492964 15.103901 45.717082
[43] 7.318568 10.873000 6.741410 9.379305 13.870627 26.734906
[49] -14.291545 10.928642 17.320445 -5.301597 -10.304130 30.738178
[55] -17.859900 20.511765 -9.764893 -5.784995 -15.814300 -25.506921
[61] -6.248645 16.994859 8.283550 9.745921 -8.178377 12.312312
[67] 11.401382 19.539273 -4.477889 -10.650861 13.826563 -33.881725
[73] -5.756318 14.250419 -7.491049 -11.902118 7.992625 -9.240123
[79] -7.561053 9.450168 10.054088 7.267165 355.236317 -38.360376
[85] 12.487597 6.458136 28.497274 124.838658 -8.107512 -16.056172
[91] 54.233693 -17.655963 52.225605 7.373518 -27.616851 -15.826522
[97] 13.699207 -6.950390 9.068941 49.465770
$group
[1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
$names
[1] "diff"
NULL
NULL
For reliable results, the recommended minimum number of Monte Carlo samples is 10000
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NULL
NULL
[ FAIL 1 | WARN 0 | SKIP 28 | PASS 296 ]
══ Skipped tests (28) ══════════════════════════════════════════════════════════
• On CRAN (28): 'test-methods-dfba_bayes_v_t_power.R:18:1',
'test-methods-dfba_beta_contrast.R:18:1',
'test-methods-dfba_beta_descriptive.R:17:1',
'test-methods-dfba_binomial.R:16:1', 'test-methods-dfba_binomial.R:23:1',
'test-methods-dfba_bivariate_concordance.R:20:1',
'test-methods-dfba_bivariate_concordance.R:27:1',
'test-methods-dfba_bivariate_concordance.R:54:1',
'test-methods-dfba_bivariate_concordance.R:61:1',
'test-methods-dfba_gamma.R:20:1', 'test-methods-dfba_gamma.R:27:1',
'test-methods-dfba_gamma.R:54:1', 'test-methods-dfba_gamma.R:61:1',
'test-methods-dfba_mann_whitney_large.R:18:1',
'test-methods-dfba_mann_whitney_large.R:25:1',
'test-methods-dfba_mann_whitney_small.R:17:1',
'test-methods-dfba_mann_whitney_small.R:24:1',
'test-methods-dfba_mcnemar.R:12:1', 'test-methods-dfba_mcnemar.R:19:1',
'test-methods-dfba_power_curve.R:14:1', 'test-methods-dfba_sign_test.R:17:1',
'test-methods-dfba_sign_test.R:24:1', 'test-methods-dfba_sim_data.R:23:1',
'test-methods-dfba_sim_data.R:30:1',
'test-methods-dfba_wilcoxon_large.R:23:1',
'test-methods-dfba_wilcoxon_large.R:30:1',
'test-methods-dfba_wilcoxon_small.R:18:1',
'test-methods-dfba_wilcoxon_small.R:25:1'
══ Failed tests ════════════════════════════════════════════════════════════════
── Error ('test-dfba_wilcoxon.R:49:3'): Too few samples throws message ─────────
Error in `while (cumulative_phi[I] < (1 - prob_interval)/2) { I <- I + 1 }`: missing value where TRUE/FALSE needed
Backtrace:
▆
1. ├─testthat::expect_message(...) at test-dfba_wilcoxon.R:49:3
2. │ └─testthat:::expect_condition_matching_(...)
3. │ └─testthat:::quasi_capture(...)
4. │ ├─testthat (local) .capture(...)
5. │ │ └─base::withCallingHandlers(...)
6. │ └─rlang::eval_bare(quo_get_expr(.quo), quo_get_env(.quo))
7. └─DFBA::dfba_wilcoxon(Y1, Y2, samples = 1)
[ FAIL 1 | WARN 0 | SKIP 28 | PASS 296 ]
Error:
! Test failures.
Execution halted
OK
r-devel-linux-x86_64-fedora-clang
*
OK
r-devel-linux-x86_64-fedora-gcc
*
OK
r-devel-macos-arm64
*
OK
r-devel-windows-x86_64
*
OK
r-oldrel-macos-arm64
*
OK
r-oldrel-macos-x86_64
*
OK
r-oldrel-windows-x86_64
*
OK
r-patched-linux-x86_64
*
OK
r-release-linux-x86_64
*
OK
r-release-macos-arm64
*
OK
r-release-macos-x86_64
*
OK
r-release-windows-x86_64
*
Check History
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 9, 2026
ERROR
r-devel-linux-x86_64-debian-gcc
tests
Running ‘testthat.R’ [83s/112s] Running the tests in ‘tests/testthat.R’ failed. Complete output: > # This file is part of the standard setup for testthat. > # It is recommended that you do not modify it. > # > # Where should you do additional test configuration? > # Learn more about the roles of various files in: > # * https://r-pkgs.org/tests.html > # * https://testthat.r-lib.org/reference/test_package.html#special-files > > library(testthat) > library(DFBA) > library(v
Reverse Dependencies (2)
Dependency Network
Version History
new
0.1.0
Mar 9, 2026