Improving accuracy of genomic prediction by genetic architecture based priors in a Bayesian model

被引：0
|
作者：
Ning Gao
Jiaqi Li
Jinlong He
Guang Xiao
Yuanyu Luo
Hao Zhang
Zanmou Chen
Zhe Zhang
机构：
[1] South China Agricultural University,National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro
[2] Georg-August-Universität Göttingen,animal Genomics and Molecular Breeding, College of Animal Science
来源：
BMC Genetics | / 16卷
关键词：
Genomic selection; Bayesian approaches; Priors; Genetic Architecture;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [31] Bayesian prediction based on a class of shrinkage priors for location-scale models
    Fumiyasu Komaki
    Annals of the Institute of Statistical Mathematics, 2007, 59 : 135 - 146
  • [32] Bayesian prediction based on a class of shrinkage priors for location-scale models
    Komaki, Fumiyasu
    ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2007, 59 (01) : 135 - 146
  • [33] A computationally efficient algorithm for genomic prediction using a Bayesian model
    Tingting Wang
    Yi-Ping Phoebe Chen
    Michael E Goddard
    Theo HE Meuwissen
    Kathryn E Kemper
    Ben J Hayes
    Genetics Selection Evolution, 47
  • [34] On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm
    Adnan, Md Nasim
    Islam, Md Zahidul
    Akbar, Md Mostofa
    ADVANCED DATA MINING AND APPLICATIONS, ADMA 2018, 2018, 11323 : 80 - 94
  • [35] A computationally efficient algorithm for genomic prediction using a Bayesian model
    Wang, Tingting
    Chen, Yi-Ping Phoebe
    Goddard, Michael E.
    Meuwissen, Theo H. E.
    Kemper, Kathryn E.
    Hayes, Ben J.
    GENETICS SELECTION EVOLUTION, 2015, 47
  • [36] Bayesian optimization of multivariate genomic prediction models based on secondary traits for improved accuracy gains and phenotyping costs
    Hamazaki, Kosuke
    Iwata, Hiroyoshi
    THEORETICAL AND APPLIED GENETICS, 2022, 135 (01) : 35 - 50
  • [37] Bayesian optimization of multivariate genomic prediction models based on secondary traits for improved accuracy gains and phenotyping costs
    Kosuke Hamazaki
    Hiroyoshi Iwata
    Theoretical and Applied Genetics, 2022, 135 : 35 - 50
  • [38] Bayesian inference and prediction of a multiple-change-point panel model with nonparametric priors
    Fisher, Mark
    Jensen, Mark J.
    JOURNAL OF ECONOMETRICS, 2019, 210 (01) : 187 - 202
  • [39] Accuracy of Genomic Prediction under Different Genetic Architectures and Estimation Methods
    Atefi, A.
    Shadparvar, A. A.
    Hossein-Zadeh, N. Ghavi
    IRANIAN JOURNAL OF APPLIED ANIMAL SCIENCE, 2018, 8 (01): : 43 - 52
  • [40] Improving Model Prediction Accuracy for ILT with Aggressive SRAFs
    Jung, Sunggon
    Sim, Woojoo
    Jeong, Moongyu
    Ser, Junghoon
    Lee, Sungwoo
    Choi, Seoung-Woon
    Zhou, Xin
    Luan, Lan
    Cecil, Thomas
    Son, Donghwan
    Gleason, Robert
    Kim, David
    PHOTOMASK TECHNOLOGY 2010, 2010, 7823
12345