Package: BreedReliabR Type: Package Title: Decision Reliability for Genotype Advancement under Prediction and Target Environment Uncertainty Version: 0.1.1 Authors@R: c( person("Ashutosh", "Sawarkar", role = c("aut", "cre"), email = "annu.sawarkar@gmail.com", comment = c(ORCID = "0000-0002-1016-8822")), person("Santosh", "Patil", role = "aut", email = "patil.sgstat@icar.org.in", comment = c(ORCID = "0000-0002-5370-3522")) ) Description: A model-agnostic research layer for genotype advancement decisions from externally fitted genomic prediction models. It propagates full joint coefficient prediction-error covariance together with finite sampling from a specified target population of environments to calculate conditional advancement probabilities, expected selected-set reliability, and the relative contributions of prediction and target-environment uncertainty. It also compares uncertainty formulations and reports geometric support diagnostics. Probabilities are conditional on supplied inputs and are not guaranteed to be calibrated in new populations or environments. URL: https://github.com/annusawarkar-sys/BreedReliabR BugReports: https://github.com/annusawarkar-sys/BreedReliabR/issues License: MIT + file LICENSE Encoding: UTF-8 Depends: R (>= 3.6.0) Imports: stats, graphics Suggests: testthat (>= 3.0.0), knitr, rmarkdown VignetteBuilder: knitr LazyData: true Config/testthat/edition: 3 RoxygenNote: 7.3.2 NeedsCompilation: no Packaged: 2026-10-16 17:39:38 UTC; root Author: Ashutosh Sawarkar [aut, cre] (ORCID: ), Santosh Patil [aut] (ORCID: ) Maintainer: Ashutosh Sawarkar Repository: https://cran.r-universe.dev Date/Publication: 2026-10-16 15:10:18 UTC RemoteUrl: https://github.com/cran/BreedReliabR RemoteRef: HEAD RemoteSha: b39f54cbe0eeddc9b68dd56b02e3b588baf77fe4