Identification of Parental Lines via Genomic Prediction
Overview
Combining genomic prediction with Monte Carlo simulation, three different strategies are implemented to select parental lines for multiple traits in plant breeding. The selection strategies include (i) GEBV-O considers only genomic estimated breeding values (GEBVs) of the candidate individuals; (ii) GD-O considers only genomic diversity (GD) of the candidate individuals; and (iii) GEBV-GD considers both GEBV and GD. The above method can be seen in Chung PY, Liao CT (2020) doi:10.1371/journal.pone.0243159. Multi-trait genomic best linear unbiased prediction (MT-GBLUP) model is used to simultaneously estimate GEBVs of the target traits, and then a selection index is adopted to evaluate the composite performance of an individual.
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- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-04-10
- ERROR13 OK, 1 ERROR2026-04-09
- OK14 OK2026-03-10
Documentation
- Help pages
- 10
- Examples that run
- 100%10 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 90%
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- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- 2.0.5Latest
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 2.0.42023-04-06 · diff ↗
- 2.0.32022-09-02 · diff ↗
- 2.0.22022-06-21 · diff ↗
- 2.0.12022-06-10 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 2.0.0
- 1.3.02021-09-08 · diff ↗
- RR 4.1.0 released · 2021-05-18
- 1.2.02021-04-23 · diff ↗
- 1.1.02021-04-20 · diff ↗
- 0.1.02021-02-17
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- RR 4.0.0 released · 2020-04-24
Package metadata
- First published
- 2021-02-17
- Total releases
- 10 / 5 yrs
- License
- GPL-2 OSI
- Download size
- 623 KB
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