Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

Paulino Pérez-Rodríguez; Daniel Gianola; Juan Manuel González-Camacho; José Crossa; Yann Manès; Susanne Dreisigacker

doi:10.1534/g3.112.003665

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Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

Paulino Pérez-Rodríguez, Daniel Gianola, Juan Manuel González-Camacho, José Crossa, Yann Manès and Susanne Dreisigacker

G3: Genes, Genomes, Genetics December 1, 2012 vol. 2 no. 12 1595-1605; https://doi.org/10.1534/g3.112.003665

Open Access

Paulino Pérez-Rodríguez

*Colegio de Postgraduados, Montecillo, Texcoco 56230, México

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For correspondence: perpdgo@gmail.com

Daniel Gianola

†Departments of Animal Sciences, Dairy Science, and Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin 53706

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Juan Manuel González-Camacho

*Colegio de Postgraduados, Montecillo, Texcoco 56230, México

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José Crossa

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Yann Manès

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Susanne Dreisigacker

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Volume 2 Issue 12, December 2012

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Genomic Selection

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Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

Paulino Pérez-Rodríguez, Daniel Gianola, Juan Manuel González-Camacho, José Crossa, Yann Manès and Susanne Dreisigacker

G3: Genes, Genomes, Genetics December 1, 2012 vol. 2 no. 12 1595-1605; https://doi.org/10.1534/g3.112.003665

Open Access

Paulino Pérez-Rodríguez

*Colegio de Postgraduados, Montecillo, Texcoco 56230, México

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Search for this author on this site
For correspondence: perpdgo@gmail.com

Daniel Gianola

†Departments of Animal Sciences, Dairy Science, and Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin 53706

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Juan Manuel González-Camacho

*Colegio de Postgraduados, Montecillo, Texcoco 56230, México

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José Crossa

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Yann Manès

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Susanne Dreisigacker

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

Paulino Pérez-Rodríguez, Daniel Gianola, Juan Manuel González-Camacho, José Crossa, Yann Manès and Susanne Dreisigacker

G3: Genes, Genomes, Genetics December 1, 2012 vol. 2 no. 12 1595-1605; https://doi.org/10.1534/g3.112.003665

Open Access

Paulino Pérez-Rodríguez

*Colegio de Postgraduados, Montecillo, Texcoco 56230, México

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
For correspondence: perpdgo@gmail.com

Daniel Gianola

†Departments of Animal Sciences, Dairy Science, and Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin 53706

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Find this author on PubMed
Search for this author on this site

Juan Manuel González-Camacho

*Colegio de Postgraduados, Montecillo, Texcoco 56230, México

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José Crossa

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Yann Manès

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Susanne Dreisigacker

‡Biometrics and Statistics Unit and Global Wheat Program, International Maize and Wheat Improvement Center (CIMMYT), 06600 Mexico, D.F., México

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Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

Data supplements

Supporting Information for Perez-Rodriguez et al., 2012

PUBLICATION INFORMATION

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Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

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