Evaluation of GBLUP, BayesB and elastic net for genomic prediction in Chinese Simmental beef cattle

• Xiaoqiao Wang ,

  Contributed equally to this work with: Xiaoqiao Wang, Jian Miao

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Jian Miao ,

  Contributed equally to this work with: Xiaoqiao Wang, Jian Miao

  Roles Data curation, Formal analysis, Writing – original draft

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Tianpeng Chang,

  Roles Resources, Validation

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Jiangwei Xia,

  Roles Methodology, Resources

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Binxin An,

  Roles Software, Supervision

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Yan Li,

  Roles Data curation, Validation, Visualization

  Affiliation Veterinary Bureau of Wulagai Precinct in Xilin Gol League, Wulagai, China

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• Lingyang Xu,

  Roles Conceptualization, Funding acquisition, Methodology

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Lupei Zhang,

  Roles Supervision, Visualization

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Xue Gao,

  Roles Supervision, Visualization

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Junya Li ,

  Roles Conceptualization, Funding acquisition, Investigation, Project administration

  * E-mail: gaohuijiang@caas.cn (HG); lijunya@caas.cn (JL)

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

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• Huijiang Gao

  Roles Funding acquisition, Investigation, Supervision

  * E-mail: gaohuijiang@caas.cn (HG); lijunya@caas.cn (JL)

  Affiliation Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing, China

  http://orcid.org/0000-0002-5502-2528

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