Daniel Gianola

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Guilherme J. M. RosaProfessor of Quantitative Genetics and Genomics, University of Wisconsin-MadisonVerified email at wisc.edu
Jean-Louis FoulleyInstitut montpellierain Alexander Grothendieck 34095 Montpellier Cedex 5Verified email at math.cnrs.fr
Yu-Mei Ruby ChangThe Royal Veterinary CollegeVerified email at rvc.ac.uk
Paulino PérezColegio de PostgraduadosVerified email at colpos.mx
Hugo NayaInstitut Pasteur MontevideoVerified email at pasteur.edu.uy
Gota MorotaVirginia Polytechnic Institute and State University,Verified email at vt.edu
Henner SimianerProfessor of Animal Breeding and Genetics, Georg-August University GoettingenVerified email at gwdg.de
Nanye LongResearch Specialist at ICER, Michigan State UniversityVerified email at msu.edu
Ignacy MisztalD. W. Brooks Distinguished Professor of Animal Breeding and Genetics, University of GeorgiaVerified email at uga.edu
Miguel Perez-EncisoICREA - UAB, Barcelona, SpainVerified email at uab.es
R J TempelmanMichigan State UniversityVerified email at msu.edu
Saber Qanbari (Habil. Dr)Scientist at FBNVerified email at fbn-dummerstorf.de
Tim BeissingerProfessor, University of GöttingenVerified email at gwdg.de
Ismo StrandenNatural Resources Institute Finland (Luke)Verified email at luke.fi
Andres LegarraINRAVerified email at inra.fr
Natalia de LeonUniversity of Wisconsin, MadisonVerified email at wisc.edu
Alessio CecchinatoAssociate Professor of Animal Breeding and Genetics - DAFNAE - University of PadovaVerified email at unipd.it
Mariana Rodrigues MottaProfessor of Statistics, Universidade de Campinas (UNICAMP)Verified email at ime.unicamp.br
E L de MaturanaGenetic and Molecular Epidemiology Group, CNIOVerified email at cnio.es
Carlos Roberto PadovaniUniversidade Estadual PaulistaVerified email at ibb.unesp.br

Daniel Gianola

Professor, University of Wisconsin-Madison

Verified email at ansci.wisc.edu

genomic prediction Quantitative genomics animal breeding genomic selection animal genetics


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Likelihood, Bayesian and MCMC methods in quantitative genetics D Sorensen, D Gianola, D Gianola Springer-Verlag 252, 253, 2002	1183	2002
Sire evaluation for ordered categorical data with a threshold model D Gianola, JL Foulley Genetique Selection Evolution 15 (2), 201-224, 1983	761	1983
Prediction of genetic values of quantitative traits in plant breeding using pedigree and molecular markers J Crossa, G Campos, P Pérez, D Gianola, J Burgueno, JL Araus, ... Genetics 186 (2), 713-724, 2010	713	2010
Predicting quantitative traits with regression models for dense molecular markers and pedigree G De Los Campos, H Naya, D Gianola, J Crossa, A Legarra, E Manfredi, ... Genetics 182 (1), 375-385, 2009	618	2009
Theory and analysis of threshold characters D Gianola Journal of animal science 54 (5), 1079-1096, 1982	530	1982
Additive genetic variability and the Bayesian alphabet D Gianola, G de Los Campos, WG Hill, E Manfredi, R Fernando Genetics 183 (1), 347-363, 2009	501	2009
Bayesian methods in animal breeding theory D Gianola, RL Fernando Journal of Animal Science 63 (1), 217-244, 1986	472	1986
Bayesian inference in threshold models using Gibbs sampling DA Sorensen, S Andersen, D Gianola, I Korsgaard Genetics Selection Evolution 27 (3), 229-249, 1995	461	1995
Genomic-assisted prediction of genetic value with semiparametric procedures D Gianola, RL Fernando, A Stella Genetics 173 (3), 1761-1776, 2006	442	2006
Reproducing kernel Hilbert spaces regression methods for genomic assisted prediction of quantitative traits D Gianola, JB Van Kaam Genetics 178 (4), 2289-2303, 2008	384	2008
Priors in whole-genome regression: the Bayesian alphabet returns D Gianola Genetics 194 (3), 573-596, 2013	373	2013
Bayesian analysis of mixed linear models via Gibbs sampling with an application to litter size in Iberian pigs CS Wang, JJ Rutledge, D Gianola Genetics Selection Evolution 26 (2), 91-115, 1994	291	1994
Semi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods G De los Campos, D Gianola, GJM Rosa, KA Weigel, J Crossa Genetics Research 92 (4), 295-308, 2010	288	2010
Predicting genetic predisposition in humans: the promise of whole-genome markers G De Los Campos, D Gianola, DB Allison Nature Reviews Genetics 11 (12), 880-886, 2010	258	2010
Genomic heritability: what is it? G de Los Campos, D Sorensen, D Gianola PLoS Genetics 11 (5), e1005048, 2015	238	2015
Marginal inferences about variance components in a mixed linear model using Gibbs sampling CS Wang, JJ Rutledge, D Gianola Genetics Selection Evolution 25 (1), 41-62, 1993	229	1993
Genomic-enabled prediction based on molecular markers and pedigree using the Bayesian linear regression package in R P Pérez, G de Los Campos, J Crossa, D Gianola The plant genome 3 (2), 106, 2010	222	2010
Quantitative genetic models for describing simultaneous and recursive relationships between phenotypes D Gianola, D Sorensen Genetics 167 (3), 1407-1424, 2004	206	2004
Using Whole-Genome Sequence Data to Predict Quantitative Trait Phenotypes in Drosophila melanogaster U Ober, JF Ayroles, EA Stone, S Richards, D Zhu, RA Gibbs, C Stricker, ... PLoS genetics 8 (5), e1002685, 2012	204	2012
Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat D Gianola, H Okut, KA Weigel, GJM Rosa BMC genetics 12 (1), 1-14, 2011	204	2011

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