Discover Community Create You

Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

EM algorithm for Bayesian estimation of genomic breeding values.

BMC genetics - 22 Jan 2010

Hayashi Takeshi, Iwata Hiroyoshi

Abstract excerpt

BACKGROUND: In genomic selection, a model for prediction of genome-wide breeding value (GBV) is constructed by estimating a large number of SNP effects that are included in a model. Two Bayesian methods based on MCMC algorithm, Bayesian shrinkage regression (BSR) method and stochastic search variable selection (SSVS) method, (which are called BayesA and BayesB, respectively, in some literatures), have been so far...

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Algorithms
Share to Bayes Theorem
Share to Breeding

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Share to Computer Simulation

Share to Genomics

Share to Models, Genetic

Share to Polymorphism, Single Nucleotide

Source

Open in PubMed Open full text

Identifiers

PMID: 20092655
DOI: 10.1186/1471-2156-11-3
PMCID: PMC2845064

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 6 Sept 2026. Manifest publication-graph-cohort-2026-09-06.1.

Source receipt: pubmed, retrieved 6 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

EM algorithm for Bayesian estimation of genomic breeding values.PMID 20092655Read ↗

A fast algorithm for BayesB type of prediction of genome-wide estimates of genetic value.Semantic proximity Read ↗

A Bayesian method and its variational approximation for prediction of genomic breeding values in multiple traits.Semantic proximity Read ↗

A fast EM algorithm for BayesA-like prediction of genomic breeding values.Semantic proximity Read ↗

Variable selection models for genomic selection using whole-genome sequence data and singular value decomposition.Semantic proximity Read ↗

Right-hand-side updating for fast computing of genomic breeding values.Semantic proximity Read ↗

A computationally efficient algorithm for genomic prediction using a Bayesian model.Semantic proximity Read ↗

Genomic prediction of breeding values using previously estimated SNP variances.Semantic proximity Read ↗

Comparison of genomic predictions using genomic relationship matrices built with different weighting factors to account for locus-specific variances.Semantic proximity Read ↗

Performance of Bayesian and BLUP alphabets for genomic prediction: analysis, comparison and results.Semantic proximity Read ↗

Genomic prediction using an iterative conditional expectation algorithm for a fast BayesC-like model.Semantic proximity Read ↗

Application of Bayesian genomic prediction methods to genome-wide association analyses.Semantic proximity Read ↗

Efficient weighting methods for genomic best linear-unbiased prediction (BLUP) adapted to the genetic architectures of quantitative traits.Semantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.