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ProbBreed

Probability Theory for Selecting Candidates in Plant Breeding

v1.0.4.9 · Dec 15, 2025 · AGPL (>= 3)

Description

Use probability theory under the Bayesian framework for calculating the risk of selecting candidates in a multi-environment context. Contained are functions used to fit a Bayesian multi-environment model (based on the available presets), extract posterior values and maximum posterior values, compute the variance components, check the model’s convergence, and calculate the probabilities. For both across and within-environments scopes, the package computes the probability of superior performance and the pairwise probability of superior performance. Furthermore, the probability of superior stability and the pairwise probability of superior stability across environments is estimated. A joint probability of superior performance and stability is also provided.

Downloads

CRAN

381

Last 30 days

11414th

760

Last 90 days

3.1K

Last year

Trend: +180.2% (30d vs prior 30d)

r2u CRAN

24

Last 30 days

128

Last 90 days

433

Last year

Trend: -40% (30d vs prior 30d)

autoCRAN

2

Last 7 days

15

Last 30 days

1

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 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 222.5Mb
  sub-directories of 1Mb or more:
    libs  221.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 234.5Mb
  sub-directories of 1Mb or more:
    libs  233.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is 14.8Mb
  sub-directories of 1Mb or more:
    libs  13.6Mb
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/ProbBreed.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 222.5Mb
  sub-directories of 1Mb or more:
    libs  221.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 234.5Mb
  sub-directories of 1Mb or more:
    libs  233.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is 14.8Mb
  sub-directories of 1Mb or more:
    libs  13.6Mb
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 222.5Mb
  sub-directories of 1Mb or more:
    libs  221.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 234.5Mb
  sub-directories of 1Mb or more:
    libs  233.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is 14.8Mb
  sub-directories of 1Mb or more:
    libs  13.6Mb

Code

Structure

Lines of code

30,634

Files

107

Compiled share

82.6%

Has compiled src

Yes

Language breakdown

R 4,273 (13.9%)C/C++/src 25,316 (82.6%)Docs 1,045 (3.4%)

API

Exported functions

4

Internal functions

5

Recent export changes

v1.0.4.9+1 bpsi

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

100%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

40%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.5.0

System requirements

1

C++ standard

C++17

License

AGPL (>= 3)

License flags

SPDX valid, OSI approved

History

Versions

14

First release

2023-06-20

Latest release

2025-12-15

Avg cadence

57 days

Cold removal rate

100%

Dep drift

6

LOC over versions

v1.0.0: 5,290 LOCv1.0.1: 5,292 LOCv1.0.2: 5,378 LOCv1.0.3: 8,192 LOCv1.0.3.1: 8,465 LOCv1.0.3.2: 8,465 LOCv1.0.4.0: 6,477 LOCv1.0.4.1: 28,826 LOCv1.0.4.2: 28,858 LOCv1.0.4.3: 29,853 LOCv1.0.4.4: 29,853 LOCv1.0.4.5: 29,875 LOCv1.0.4.6: 29,875 LOCv1.0.4.9: 30,634 LOC

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

Dependency Network

Dependencies Reverse dependencies ggplot2 lifecycle Rcpp RcppParallel rlang rstan rstantools ProbBreed

Version History

15 tracked
new 1.0.4.9 Mar 10, 2026
updated 1.0.4.9 ← 1.0.4.6 diff Dec 14, 2025
updated 1.0.4.6 ← 1.0.4.5 diff Mar 16, 2025
updated 1.0.4.5 ← 1.0.4.4 diff Feb 2, 2025
updated 1.0.4.4 ← 1.0.4.3 diff Nov 10, 2024
updated 1.0.4.3 ← 1.0.4.2 diff Nov 6, 2024
updated 1.0.4.2 ← 1.0.4.1 diff Aug 27, 2024
updated 1.0.4.1 ← 1.0.4.0 diff Jul 25, 2024
updated 1.0.4.0 ← 1.0.3.2 diff Jul 16, 2024
updated 1.0.3.2 ← 1.0.3.1 diff Apr 4, 2024
updated 1.0.3.1 ← 1.0.3 diff Nov 28, 2023
updated 1.0.3 ← 1.0.2 diff Oct 2, 2023
updated 1.0.2 ← 1.0.1 diff Jul 6, 2023
updated 1.0.1 ← 1.0.0 diff Jun 25, 2023
new 1.0.0 Jun 19, 2023