Fast genomic prediction of breeding values using parallel Markov chain Monte Carlo with convergence diagnosis.

Guo, Peng; Zhu, Bo; Niu, Hong; Wang, Zezhao; Liang, Yonghu; Chen, Yan; Zhang, Lupei; Ni, Hemin; Guo, Yong; Hay, El Hamidi A; Gao, Xue; Gao, Huijiang; Wu, Xiaolin; Xu, Lingyang; Li, Junya

Guo, Peng; Zhu, Bo; Niu, Hong; Wang, Zezhao; Liang, Yonghu; Chen, Yan; Zhang, Lupei; Ni, Hemin; Guo, Yong; Hay, El Hamidi A; Gao, Xue; Gao, Huijiang; Wu, Xiaolin; Xu, Lingyang; Li, Junya.

Afiliação

Guo P; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Zhu B; College of Computer and Information Engineering, Tianjin Agricultural University, Tianjin, China.
Niu H; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Wang Z; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Liang Y; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Chen Y; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Zhang L; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Ni H; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Guo Y; Animal Science and Technology College, Beijing University of Agriculture, Beijing, China.
Hay EHA; Animal Science and Technology College, Beijing University of Agriculture, Beijing, China.
Gao X; Livestock and Range Research Laboratory, ARS, USDA, Miles City, MT, USA.
Gao H; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Wu X; Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Yuanmingyuan West Road 2#, Haidian District, Beijing, 100193, China.
Xu L; Biostatistics and Bioinformatics, GeneSeek (A Neogen company), Lincoln, NE, 68504, USA.
Li J; Department of Animal Sciences, University of Wisconsin, Madison, WI, 53706, USA.

BMC Bioinformatics ; 19(1): 3, 2018 01 03.

Article em En | MEDLINE | ID: mdl-29298666

Assuntos

Genoma; Modelos Genéticos; Animais; Teorema de Bayes; Bovinos; China; Cadeias de Markov; Método de Monte Carlo; Polimorfismo de Nucleotídeo Único

Palavras-chave

Bayesian models; Convergence diagnosis; Genomic prediction; High-performance computing; Tunable burn-in

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Genoma / Modelos Genéticos Tipo de estudo: Diagnostic_studies / Health_economic_evaluation / Prognostic_studies / Risk_factors_studies Limite: Animals País/Região como assunto: Asia Idioma: En Revista: BMC Bioinformatics Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2018 Tipo de documento: Article País de afiliação: China

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google