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Data · dataset · 2021

Supplemental data to publication "A Fitted Sparse-Group Lasso for Genome-Based Evaluations"

Listed in RADAR and RADAR4Memory — shown once because both records carry DOI 10.22000/432

A simulation study has been conducted to analyse the association between genetic and phenotypic variation with grouped penalization approaches.

Description

The study design resembles a breeding population consisting of several half-sib families which is typical, for example, in livestock or crop. Genotypes and phenotypes have been simulated with publicly available software.

Two strategies have been followed to generate genetic effects captured by markers: effects have been sampled independently (option a) or in groups (option b). The dataset includes a detailed description of the simulation design and comprises phased genotypes of parents and progeny, progeny phenotypes and marker effect sizes. The simulation has been repeated 100 times.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Simulation 75%
Provenance · 2 source records, 14 field assertions
SourceKeyLast seenRaw
RADAR10.22000/43211 d agoJSON v1
RADAR4Memory10.22000/43211 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[field].anzsrc:group:3105mapping · radar4memory radar service euvocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].anzsrc:group:3105mapping · radar service eu devocabulary-mapper@1.0.0keywords['Genetics']
concepts[field].local:field:earth-environmentalmapping · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[field].local:field:earth-environmentalmapping · radar4memory radar service euconnector:radar4memory_radar_service_eu@1.0.0
concepts[field].local:field:life-sciencesmapping · radar4memory radar service euconnector:radar4memory_radar_service_eu@1.0.0
concepts[field].local:field:life-sciencesmapping · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · radar4memory radar service euconnector:radar4memory_radar_service_eu@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[method].local:method:simulationenrichment · radar service eu dekeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/description
licensesource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/rights
publication_datesource · radar service eu deconnector:radar_service_eu_de@1.0.0
titlesource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/title