(Q46771006)

25 December 2017

title

Dimension reduction and variable selection for genomic selection: application to predicting milk yield in Holsteins (English)

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25 December 2017

main subject

dimensionality reduction

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N Long

1

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25 December 2017

D Gianola

series ordinal

2

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25 December 2017

G J M Rosa

series ordinal

3

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25 December 2017

K A Weigel

series ordinal

4

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25 December 2017

publication date

28 March 2011

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25 December 2017

Journal of Animal Breeding and Genetics

published in

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25 December 2017

volume

128

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25 December 2017

issue

4

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25 December 2017

page(s)

247-257

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25 December 2017

Partial least squares: a versatile tool for the analysis of high-dimensional genomic data

cites work

1 reference

https://api.crossref.org/works/10.1111%2FJ.1439-0388.2011.00917.X

Predicting quantitative traits with regression models for dense molecular markers and pedigree

21 January 2018

1 reference

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Supervised principal component analysis for gene set enrichment of microarray data with continuous or survival outcomes

21 January 2018

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Expression quantitative trait loci mapping with multivariate sparse partial least squares regression

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1439-0388.2011.00917.X

Sparse partial least squares regression for simultaneous dimension reduction and variable selection

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1439-0388.2011.00917.X

Deregressing estimated breeding values and weighting information for genomic regression analyses

21 January 2018

1 reference

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Genomic selection using low-density marker panels

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1439-0388.2011.00917.X

Simultaneous analysis of all SNPs in genome-wide and re-sequencing association studies

21 January 2018

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SIMPLS: An alternative approach to partial least squares regression

21 January 2018

1 reference

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Pre-selection of most significant SNPS for the estimation of genomic breeding values

21 January 2018

1 reference

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Using eigenvalues as variance priors in the prediction of genomic breeding values by principal component analysis.

21 January 2018

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Spatial pattern analysis of functional brain images using partial least squares.

21 January 2018

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21 January 2018

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Comparison of statistical procedures for estimating polygenic effects using dense genome-wide marker data

21 January 2018

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Reducing dimensionality for prediction of genome-wide breeding values

21 January 2018

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LASSO with cross-validation for genomic selection.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1439-0388.2011.00917.X

Predictive ability of subsets of single nucleotide polymorphisms with and without parent average in US Holsteins

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1439-0388.2011.00917.X

Predictive ability of direct genomic values for lifetime net merit of Holstein sires using selected subsets of single nucleotide polymorphism markers.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1439-0388.2011.00917.X

Accuracy of direct genomic values derived from imputed single nucleotide polymorphism genotypes in Jersey cattle

21 January 2018

1 reference

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Prediction of unobserved single nucleotide polymorphism genotypes of Jersey cattle using reference panels and population-based imputation algorithms.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.1439-0388.2011.00917.X

10.1111/J.1439-0388.2011.00917.X

21 January 2018

Identifiers

DOI

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25 December 2017

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25 December 2017