EM algorithm for Bayesian estimation of genomic breeding values

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EM algorithm for Bayesian estimation of genomic breeding values is …
instance of (P31):
scholarly articleQ13442814

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P6179Dimensions Publication ID1002804367
P356DOI10.1186/1471-2156-11-3
P932PMC publication ID2845064
P698PubMed publication ID20092655
P5875ResearchGate publication ID41110764

P2093author name stringTakeshi Hayashi
Hiroyoshi Iwata
P2860cites workGenomic selection using different marker types and densities.Q53036865
Prediction of total genetic value using genome-wide dense marker mapsQ29619613
Bayesian shrinkage estimation of quantitative trait loci parametersQ34573313
Estimating polygenic effects using markers of the entire genomeQ34617102
Stochastic search variable selection for identifying multiple quantitative trait loci.Q34617921
Bayesian shrinkage analysis of quantitative trait Loci for dynamic traitsQ35846249
Hierarchical generalized linear models for multiple quantitative trait locus mappingQ37117018
Extending Xu's Bayesian model for estimating polygenic effects using markers of the entire genome.Q41875610
A fast algorithm for BayesB type of prediction of genome-wide estimates of genetic valueQ42023694
P275copyright licenseCreative Commons Attribution 2.0 GenericQ19125117
P6216copyright statuscopyrightedQ50423863
P304page(s)3
P577publication date2010-01-22
P1433published inBMC GeneticsQ15764438
P1476titleEM algorithm for Bayesian estimation of genomic breeding values
P478volume11

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cites work (P2860)
Q34567453A Bayesian method and its variational approximation for prediction of genomic breeding values in multiple traits
Q35661790A Ranking Approach to Genomic Selection
Q35555858A computationally efficient algorithm for genomic prediction using a Bayesian model
Q34477809A fast EM algorithm for BayesA-like prediction of genomic breeding values
Q36139740A hybrid expectation maximisation and MCMC sampling algorithm to implement Bayesian mixture model based genomic prediction and QTL mapping
Q52644947A nested mixture model for genomic prediction using whole-genome SNP genotypes.
Q36500289A simulation-based breeding design that uses whole-genome prediction in tomato
Q41926875Accuracy of across-environment genome-wide prediction in maize nested association mapping populations
Q59281375An Integrated Approach to Empirical Bayesian Whole Genome Prediction Modeling
Q41784540Back to basics for Bayesian model building in genomic selection.
Q58607015Bayesian variable selection for parametric survival model with applications to cancer omics data
Q38821648Efficiency of genomic selection for breeding population design and phenotype prediction in tomato
Q51020823Exploring the areas of applicability of whole-genome prediction methods for Asian rice (Oryza sativa L.).
Q30652854Fast genomic predictions via Bayesian G-BLUP and multilocus models of threshold traits including censored Gaussian data.
Q45057250Genetic analysis of complex traits via Bayesian variable selection: the utility of a mixture of uniform priors
Q47793360Genome-Wide Association Analyses Based on Broadly Different Specifications for Prior Distributions, Genomic Windows, and Estimation Methods
Q36440352Genomic Prediction Accounting for Residual Heteroskedasticity.
Q33726255Genomic selection and complex trait prediction using a fast EM algorithm applied to genome-wide markers
Q33626307Multi-population genomic prediction using a multi-task Bayesian learning model
Q43017799Negotiating Multicollinearity with Spike-and-Slab Priors
Q43666526On statistical methods for estimating heritability in wild populations
Q40005705Right-hand-side updating for fast computing of genomic breeding values
Q37856462Statistical analysis of genetic interactions
Q47350893Swift block-updating EM and pseudo-EM procedures for Bayesian shrinkage analysis of quantitative trait loci.
Q36596450Whole-genome regression and prediction methods applied to plant and animal breeding

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