Package: predhy
Type: Package
Title: Genomic Prediction of Hybrid Performance
Version: 2.1.2
Authors@R: c(person(given = "Yang",
                        family = "Xu",
                        role = c("aut", "cre"),
                        email = "xuyang_89@126.com"),
                 person(given = "Guangning",
                        family = "Yu",
                        role = "aut"),
                 person(given = "Yanru",
                        family = "Cui",
                        role = "aut"),
                 person(given = "Shizhong",
                        family = "Xu",
                        role = "aut"),
                 person(given = "Chenwu",
                        family = "Xu",
                        role = "aut"))
Maintainer: Yang Xu <xuyang_89@126.com>
Description: Performs genomic prediction of hybrid performance using eight statistical methods including GBLUP, BayesB, RKHS, PLS, LASSO, EN, LightGBM and XGBoost along with additive and additive-dominance models. Users are able to incorporate parental phenotypic information in all methods based on their specific needs. (Xu S et al(2017) <doi:10.1534/g3.116.038059>; Xu Y et al (2021) <doi: 10.1111/pbi.13458>).
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Depends: R (>= 4.1.0)
Imports: BGLR, pls, glmnet, xgboost, lightgbm, foreach, doParallel,
        parallel
NeedsCompilation: no
Packaged: 2025-04-06 02:30:16 UTC; Administrator
Repository: CRAN
Date/Publication: 2025-04-06 02:50:02 UTC
Author: Yang Xu [aut, cre],
  Guangning Yu [aut],
  Yanru Cui [aut],
  Shizhong Xu [aut],
  Chenwu Xu [aut]
Built: R 4.6.0; ; 2026-04-21 02:55:39 UTC; windows
