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

Canonical transformation for multivariate mixed model association analyses.

TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik - 1 Jun 2022

Yang Li'ang, Zhang Ying, Song Yuxin, Zhang Hengyu, Yang Runqing

Abstract excerpt

KEY MESSAGE: In extension of Single-RunKing to analyze multiple correlated traits, mvRunKing not only enlarged number of the analyzed phenotypes with canonical transformation, but also improved statistical power to detect pleiotropic QTNs through joint association analysis. Based on genomic variance-covariance matrices, we simplified multivariate mixed model association analysis to multiple univariate ones by...

Read the complete abstract on PubMed

Topics

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

Share to Genome-Wide Association Study
Share to Models, Genetic

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Share to Multifactorial Inheritance

Share to Multivariate Analysis

Share to Phenotype

Share to Polymorphism, Single Nucleotide

Share to Quantitative Trait Loci

Source

Identifiers

PMID: 35536304
DOI: 10.1007/s00122-022-04103-1

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Canonical transformation for multivariate mixed model association analyses.PMID 35536304Read ↗

A compressed variance component mixed model for detecting QTNs and QTN-by-environment and QTN-by-QTN interactions in genome-wide association studies.Semantic proximity Read ↗

Genome-wide hierarchical mixed model association analysis.Semantic proximity Read ↗

A comparison study of multivariate fixed models and Gene Association with Multiple Traits (GAMuT) for next-generation sequencing.Semantic proximity Read ↗

Hierarchical Generalized Linear Mixed Model for Genome-wide Association AnalysisSemantic proximity Read ↗

pLARmEB: integration of least angle regression with empirical Bayes for multilocus genome-wide association studies.Semantic proximity Read ↗

Methodological implementation of mixed linear models in multi-locus genome-wide association studies.Semantic proximity Read ↗

Powerful Identification of Large Quantitative Trait Loci Using Genome-Wide R/glmnet-Based Regression.Semantic proximity Read ↗

So many correlated tests, so little time! Rapid adjustment of P values for multiple correlated tests.Semantic proximity Read ↗

A multi-marker association method for genome-wide association studies without the need for population structure correction.Semantic proximity Read ↗

Iterative sure independence screening EM-Bayesian LASSO algorithm for multi-locus genome-wide association studies.Semantic proximity Read ↗

The integration of quantile regression with 3VmrMLM identifies more QTNs and QTN-by-environment interactions using SNP- and haplotype-based markers.Semantic proximity Read ↗

Genome-Wide Identification of Cis-acting Expression QTLs in Large Yellow Croaker.Semantic proximity Read ↗

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