(Q42395288)

29 October 2017

Comparison between linear and non-parametric regression models for genome-enabled prediction in wheat (English)

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29 October 2017

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nonparametric regression

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author

Paulino Pérez-Rodríguez

object named as

Paulino Pérez-Rodríguez

1

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José Crossa

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José Crossa

4

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Susanne Dreisigacker

6

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Susanne Dreisigacker

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29 October 2017

Daniel Gianola

2

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29 October 2017

Juan Manuel González-Camacho

3

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29 October 2017

Yann Manès

5

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29 October 2017

1 December 2012

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29 October 2017

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29 October 2017

2

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29 October 2017

12

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29 October 2017

1595-1605

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describes a project that uses

29 October 2017

Bayes' theorem

1 reference

18 June 2022

https://europepmc.org/article/PMC/3516481

based on heuristic

inferred from PubMed Central ID database lookup

cites work

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

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Using whole-genome sequence data to predict quantitative trait phenotypes in Drosophila melanogaster

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Genome-enabled prediction of genetic values using radial basis function neural networks

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Six Degrees of Epistasis: Statistical Network Models for GWAS

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Accuracy of genomic selection methods in a standard data set of loblolly pine (Pinus taeda L.).

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Extension of the bayesian alphabet for genomic selection

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Genomic-Enabled Prediction Based on Molecular Markers and Pedigree Using the Bayesian Linear Regression Package in R.

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Beyond missing heritability: prediction of complex traits

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Prediction of genetic values of quantitative traits in plant breeding using pedigree and molecular markers.

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

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

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

A genetic network of flowering-time genes in wheat leaves, in which an APETALA1/FRUITFULL-like gene, VRN1, is upstream of FLOWERING LOCUS T.

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Reproducing kernel hilbert spaces regression methods for genomic assisted prediction of quantitative traits

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Control of flowering time in temperate cereals: genes, domestication, and sustainable productivity

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Genomic-assisted prediction of genetic value with semiparametric procedures

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Bayesian approach for neural networks--review and case studies

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

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

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Mapping of main and epistatic effect QTLs associated to grain protein and gluten strength using a RIL population of durum wheat

28 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Prediction of body mass index in mice using dense molecular markers and a regularized neural network.

16 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Semi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods.

16 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Radial basis function regression methods for predicting quantitative traits using SNP markers.

16 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

RFLP mapping of five major genes and eight quantitative trait loci controlling flowering time in a winter x spring barley (Hordeum vulgare L.) cross.

16 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Mapping QTLs with epistatic effects and QTL x environment interactions for plant height using a doubled haploid population in cultivated wheat

16 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

Orthogonal least squares learning algorithm for radial basis function networks.

16 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3516481

16 August 2018

Identifiers

DOI

10.1534/G3.112.003665

1 reference

29 October 2017

1 reference

29 October 2017

1 reference