(Q34496975)

2 August 2017

title

Variable-Selection Emerges on Top in Empirical Comparison of Whole-Genome Complex-Trait Prediction Methods (English)

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2 August 2017

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whole genome sequencing

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2

Irina Rish

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2 August 2017

8

Laxmi Parida

1 reference

2 August 2017

David C Haws

1

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2 August 2017

Simon Teyssedre

3

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2 August 2017

Dan He

4

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2 August 2017

Aurelie C Lozano

5

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2 August 2017

Prabhanjan Kambadur

6

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2 August 2017

Zivan Karaman

7

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2 August 2017

language of work or name

English

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publication date

6 October 2015

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2 August 2017

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2 August 2017

volume

10

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2 August 2017

issue

10

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2 August 2017

page(s)

e0138903

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Creative Commons Attribution 4.0 International

2 August 2017

copyright license

start time

6 October 2015

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April 2022 Public Data File from Crossref

copyright status

copyrighted

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cites work

MINT: Mutual Information Based Transductive Feature Selection for Genetic Trait Prediction

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Accuracy of pedigree and genomic predictions of carcass and novel meat quality traits in multi-breed sheep data assessed by cross-validation

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Maximizing the reliability of genomic selection by optimizing the calibration set of reference individuals: comparison of methods in two diverse groups of maize inbreds (Zea mays L.).

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Whole-genome regression and prediction methods applied to plant and animal breeding

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Will genomic selection be a practical method for plant breeding?

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

A common dataset for genomic analysis of livestock populations

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

A phasing and imputation method for pedigreed populations that results in a single-stage genomic evaluation

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Genome-wide association mapping reveals a rich genetic architecture of complex traits in Oryza sativa

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

From Galton to GWAS: quantitative genetics of human height

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Regularization Paths for Generalized Linear Models via Coordinate Descent

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Accuracy of genomic breeding values in multi-breed dairy cattle populations

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Reliability of genomic predictions across multiple populations.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Finding the missing heritability of complex diseases

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

The accuracy of Genomic Selection in Norwegian red cattle assessed by cross-validation

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

The genetic architecture of maize flowering time.

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Additive genetic variability and the Bayesian alphabet

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Discussion of "Sure Independence Screening for Ultra-High Dimensional Feature Space

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Performance of genomic selection in mice

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Molecular plant breeding as the foundation for 21st century crop improvement

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Heritability in the genomics era — concepts and misconceptions

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Accuracy of genomic selection using different methods to define haplotypes

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

The impact of genetic relationship information on genome-assisted breeding values

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

A fast and flexible statistical model for large-scale population genotype data: applications to inferring missing genotypes and haplotypic phase

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

Prediction of total genetic value using genome-wide dense marker maps

7 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4595020

The Correlation between Relatives on the Supposition of Mendelian Inheritance

7 July 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

Efficient methods to compute genomic predictions

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

Increased accuracy of artificial selection by using the realized relationship matrix.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

Improved Lasso for genomic selection.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

21 January 2018

Support-vector networks

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

Genomic prediction of simulated multibreed and purebred performance using observed fifty thousand single nucleotide polymorphism genotypes.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

Population Structure and Cryptic Relatedness in Genetic Association Studies

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

Marker-assisted selection using ridge regression

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0138903

10.1371/JOURNAL.PONE.0138903

21 January 2018

Identifiers

DOI

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2 August 2017

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2 August 2017

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