Cargando…

Accuracy of Genome-Enabled Prediction in a Dairy Cattle Population using Different Cross-Validation Layouts

The impact of extent of genetic relatedness on accuracy of genome-enabled predictions was assessed using a dairy cattle population and alternative cross-validation (CV) strategies were compared. The CV layouts consisted of training and testing sets obtained from either random allocation of individua...

Descripción completa

Detalles Bibliográficos
Autores principales:	Pérez-Cabal, M. Angeles, Vazquez, Ana I., Gianola, Daniel, Rosa, Guilherme J. M., Weigel, Kent A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Research Foundation 2012
Materias:	Genetics
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3288819/ https://www.ncbi.nlm.nih.gov/pubmed/22403583 http://dx.doi.org/10.3389/fgene.2012.00027

Ejemplares similares

Predicting complex traits using a diffusion kernel on genetic markers with an application to dairy cattle and wheat data
por: Morota, Gota, et al.
Publicado: (2013)

A Primer on High-Throughput Computing for Genomic Selection
por: Wu, Xiao-Lin, et al.
Publicado: (2011)

Milk Composition for Admixed Dairy Cattle in Tanzania
por: Cheruiyot, Evans K., et al.
Publicado: (2018)

Signatures of Selection in Admixed Dairy Cattle in Tanzania
por: Cheruiyot, Evans Kiptoo, et al.
Publicado: (2018)

Genomic selection in United States dairy cattle
por: Wiggans, George R., et al.
Publicado: (2022)

Improving Genomic Prediction of Crossbred and Purebred Dairy Cattle
por: Khansefid, Majid, et al.
Publicado: (2020)

Inferring Quantitative Trait Pathways Associated with Bull Fertility from a Genome-Wide Association Study
por: Peñagaricano, Francisco, et al.
Publicado: (2013)

Genetic selection for temperament traits in dairy and beef cattle
por: Haskell, Marie J., et al.
Publicado: (2014)

Genomic adaptation of admixed dairy cattle in East Africa
por: Kim, Eui-Soo, et al.
Publicado: (2014)

Structural equation modeling for investigating multi-trait genetic architecture of udder health in dairy cattle
por: Pegolo, Sara, et al.
Publicado: (2020)

Humble Thanks to a Gentle Giant (an Obituary for James F. Crow)
por: Gianola, Daniel, et al.
Publicado: (2012)

Genes and models for estimating genetic parameters for heat tolerance in dairy cattle
por: Habimana, Vincent, et al.
Publicado: (2023)

Evaluation of updated Feed Saved breeding values developed in Australian Holstein dairy cattle
por: Bolormaa, S., et al.
Publicado: (2022)

Ancestral Haplotype Mapping for GWAS and Detection of Signatures of Selection in Admixed Dairy Cattle of Kenya
por: Aliloo, Hassan, et al.
Publicado: (2020)

Estimating Conformational Traits in Dairy Cattle With DeepAPS: A Two-Step Deep Learning Automated Phenotyping and Segmentation Approach
por: Nye, Jessica, et al.
Publicado: (2020)

Expression profile of genes associated with mastitis in dairy cattle
por: Fonseca, Isabela, et al.
Publicado: (2009)

An alternative interpretation of residual feed intake by phenotypic recursive relationships in dairy cattle
por: Wu, Xiao-Lin, et al.
Publicado: (2021)

Genomic evaluations for crossbred dairy cattle
por: Harris, B.L.
Publicado: (2022)

Kernel-based variance component estimation and whole-genome prediction of pre-corrected phenotypes and progeny tests for dairy cow health traits
por: Morota, Gota, et al.
Publicado: (2014)

Gene Mapping and Gene-Set Analysis for Milk Fever Incidence in Holstein Dairy Cattle
por: Pacheco, Hendyel A., et al.
Publicado: (2018)

Quantitative Trait Loci Mapping for Lameness Associated Phenotypes in Holstein–Friesian Dairy Cattle
por: Sánchez-Molano, Enrique, et al.
Publicado: (2019)

Improving Genomic Selection for Heat Tolerance in Dairy Cattle: Current Opportunities and Future Directions
por: Cheruiyot, Evans K., et al.
Publicado: (2022)

Bull fertility and semen quality are not correlated with dairy and production traits in Brown Swiss cattle
por: Mapel, Xena Marie, et al.
Publicado: (2022)

Accuracy of Genomic Prediction for Milk Production Traits in Philippine Dairy Buffaloes
por: Herrera, Jesus Rommel V., et al.
Publicado: (2021)

Enhancing Genome-Enabled Prediction by Bagging Genomic BLUP
por: Gianola, Daniel, et al.
Publicado: (2014)

Cross-Validation Without Doing Cross-Validation in Genome-Enabled Prediction
por: Gianola, Daniel, et al.
Publicado: (2016)

Genome-Wide Association Studies Reveal Susceptibility Loci for Noninfectious Claw Lesions in Holstein Dairy Cattle
por: Lai, Ellen, et al.
Publicado: (2021)

Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat
por: Gianola, Daniel, et al.
Publicado: (2011)

Integrative Systems Biology Analysis Elucidates Mastitis Disease Underlying Functional Modules in Dairy Cattle
por: Ghahramani, Nooshin, et al.
Publicado: (2021)

Editorial: Beef on Dairy: The Use of a Simple Tool to Improve Both Cattle Production Systems
por: Mota, Rodrigo R., et al.
Publicado: (2022)

Feature Selection Stability and Accuracy of Prediction Models for Genomic Prediction of Residual Feed Intake in Pigs Using Machine Learning
por: Piles, Miriam, et al.
Publicado: (2021)

Meta-Analysis of Candidate Gene Effects Using Bayesian Parametric and Non-Parametric Approaches
por: Wu, Xiao-Lin, et al.
Publicado: (2014)

Performance Evaluation of Highly Admixed Tanzanian Smallholder Dairy Cattle Using SNP Derived Kinship Matrix
por: Mujibi, Fidalis D. N., et al.
Publicado: (2019)

Genome-Wide DNA Methylation Profile in Jejunum Reveals the Potential Genes Associated With Paratuberculosis in Dairy Cattle
por: Zhang, Junnan, et al.
Publicado: (2021)

Supervised learning techniques for dairy cattle body weight prediction from 3D digital images
por: Gebreyesus, Grum, et al.
Publicado: (2023)

Impact of the Order of Legendre Polynomials in Random Regression Model on Genetic Evaluation for Milk Yield in Dairy Cattle Population
por: Li, Jianbin, et al.
Publicado: (2020)

Identification of key Genes and Pathways Associated With Thermal Stress in Peripheral Blood Mononuclear Cells of Holstein Dairy Cattle
por: Fang, Hao, et al.
Publicado: (2021)

Use of High Density Single Nucleotide Polymorphism (SNP) Arrays to Assess Genetic Diversity and Population Structure of Dairy Cattle in Smallholder Dairy Systems: The Case of Girinka Programme in Rwanda
por: Chagunda, Mizeck G. G., et al.
Publicado: (2018)

Comparison of classification methods for detecting associations between SNPs and chick mortality
por: Long, Nanye, et al.
Publicado: (2009)

Longitudinal random effects models for genetic analysis of binary data with application to mastitis in dairy cattle
por: Rekaya, Romdhane, et al.
Publicado: (2003)

Cannot write session to /tmp/vufind_sessions/sess_m8q48s4is52h219tvpd4bqe3iv