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dabestr

Data Analysis using Bootstrap-Coupled Estimation

v2025.3.15 · Oct 30, 2025 · Apache License (>= 2)

Description

Data Analysis using Bootstrap-Coupled ESTimation. Estimation statistics is a simple framework that avoids the pitfalls of significance testing. It uses familiar statistical concepts: means, mean differences, and error bars. More importantly, it focuses on the effect size of one's experiment/intervention, as opposed to a false dichotomy engendered by P values. An estimation plot has two key features: 1. It presents all datapoints as a swarmplot, which orders each point to display the underlying distribution. 2. It presents the effect size as a bootstrap 95% confidence interval on a separate but aligned axes. Estimation plots are introduced in Ho et al., Nature Methods 2019, 1548-7105. <doi:10.1038/s41592-019-0470-3>. The free-to-view PDF is located at <https://www.nature.com/articles/s41592-019-0470-3.epdf?author_access_token=Euy6APITxsYA3huBKOFBvNRgN0jAjWel9jnR3ZoTv0Pr6zJiJ3AA5aH4989gOJS_dajtNr1Wt17D0fh-t4GFcvqwMYN03qb8C33na_UrCUcGrt-Z0J9aPL6TPSbOxIC-pbHWKUDo2XsUOr3hQmlRew%3D%3D>.

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503

Last 30 days

7978th

1.5K

Last 90 days

10.1K

Last year

Trend: +15.6% (30d vs prior 30d)

r2u CRAN

10

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51

Last 90 days

169

Last year

Trend: -16.7% (30d vs prior 30d)

autoCRAN

5

Last 7 days

13

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc 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 History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

dependencies in R code

Warning in file(open = "w+") :
  cannot open file '/tmp/Rtmp3KHY1R/Rf3d9b631998e683': No space left on device
Error in file(open = "w+") : cannot open the connection
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

8,870

Files

135

Compiled share

0%

Has compiled src

No

Language breakdown

R 5,264 (59.3%)Tests 1,711 (19.3%)Docs 487 (5.5%)Vignettes 1,408 (15.9%)

API

Exported functions

10

Internal functions

79

Recent export changes

v2025.3.14+1 forest_plot
v2023.9.12+4 %>%, cohens_h, dabest_plot +1 more  −1 dabest

Testing & CI

Has tests

Yes

Test-to-code ratio

1.60

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

75%

\dontrun example ratio

0%

Roxygen coverage

90%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

5.3%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

2.10

System requirements

C++ standard

License

Apache License (>= 2)

License flags

SPDX valid, OSI approved

History

Versions

11

First release

2018-11-19

Latest release

2025-10-30

Avg cadence

127 days

Cold removal rate

100%

Dep drift

23

LOC over versions

v0.1.0: 4,095 LOCv0.2.0: 4,102 LOCv0.2.1: 4,111 LOCv0.2.2: 4,181 LOCv0.2.3: 3,102 LOCv0.2.4: 3,110 LOCv0.2.5: 3,232 LOCv0.3.0: 4,149 LOCv2023.9.12: 6,611 LOCv2025.3.14: 8,870 LOCv2025.3.15: 8,870 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies boot brunnermunzel cli cowplot dplyr effsize ggbeeswarm ggplot2 ggsci magrittr RColorBrewer rlang scales stringr tibble +2 more dependencies permubiome dabestr

Version History

12 tracked
new 2025.3.15 Mar 10, 2026
updated 2025.3.15 ← 2025.3.14 diff Oct 29, 2025
updated 2025.3.14 ← 2023.9.12 diff Feb 25, 2025
updated 2023.9.12 ← 0.3.0 diff Oct 12, 2023
updated 0.3.0 ← 0.2.5 diff Jul 12, 2020
updated 0.2.5 ← 0.2.4 diff Apr 19, 2020
updated 0.2.4 ← 0.2.3 diff Mar 20, 2020
updated 0.2.3 ← 0.2.2 diff Feb 10, 2020
updated 0.2.2 ← 0.2.1 diff Jul 3, 2019
updated 0.2.1 ← 0.2.0 diff Jun 25, 2019
updated 0.2.0 ← 0.1.0 diff Jan 6, 2019
new 0.1.0 Nov 18, 2018