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

Multitask group Lasso for Genome Wide association Studies in diverse populations.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing - 1 Jan 2000

Nouira Asma, Azencott Chloé-Agathe

Abstract excerpt

Genome-Wide Association Studies, or GWAS, aim at finding Single Nucleotide Polymorphisms (SNPs) that are associated with a phenotype of interest. GWAS are known to suffer from the large dimensionality of the data with respect to the number of available samples. Other limiting factors include the dependency between SNPs, due to linkage disequilibrium (LD), and the need to account for population structure, that is...

Read the complete abstract on PubMed

Topics

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

Share to Computational Biology
Share to Genetics, Population
Share to Genome-Wide Association Study

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Share to Linkage Disequilibrium

Share to Phenotype

Share to Polymorphism, Single Nucleotide

Source

Identifiers

PMID: 34890146

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 2 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Multitask group Lasso for Genome Wide association Studies in diverse populations.PMID 34890146Read ↗

Multitask group Lasso for Genome Wide association Studies in diverse populationsSemantic proximity Read ↗

Multi-population GWA mapping via multi-task regularized regression.Semantic proximity Read ↗

Identifying main effects and epistatic interactions from large-scale SNP data via adaptive group Lasso.Semantic proximity Read ↗

Fine-mapping additive and dominant SNP effects using group-LASSO and fractional resample model averaging.Semantic proximity Read ↗

Prioritizing genetic variants in GWAS with lasso using permutation-assisted tuning.Semantic proximity Read ↗

Exploiting genome structure in association analysis.Semantic proximity Read ↗

The group exponential lasso for bi-level variable selection.Semantic proximity Read ↗

Leveraging pleiotropic association using sparse group variable selection in genomics data.Semantic proximity Read ↗

Robust prioritization of genomic features with stability selection.Semantic proximity Read ↗

Iterative hard thresholding for model selection in genome-wide association studies.Semantic proximity Read ↗

Fast and efficient correction for population stratification in multi-locus genome-wide association studies.Semantic proximity Read ↗

A Lasso multi-marker mixed model for association mapping with population structure correction.Semantic proximity Read ↗

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