- Prediction‐based breeding: Modern tools to optimize and reshape programs
2025/09/01 by Roberto Fritsche‐Neto, Rafael Tassinari Resende, Rafael T. Resende +10 · 2 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Genetics and Plant Breeding #Genomic selection #Independence (probability theory) #Model selection #Overfitting #Predictive modelling #Selection (genetic algorithm)
- Genomic prediction of maize yield across European environmental conditions
2019/05/20 by Emilie J. Millet, Émilie Millet, Willem Kruijer +11 · 4 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Biology #Biotechnology #Computational biology #Evolutionary biology #Gene #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Genetics #Genetics and Plant Breeding #Genomic selection #Genotype #Single-nucleotide polymorphism #Yield (engineering)
- Genomic Prediction of Breeding Values when Modeling Genotype × Environment Interaction using Pedigree and Dense Molecular Markers
2012/03/01 by Juan Burgueño, Gustavo de los Campos, Kent Weigel +2 · 32 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Mathematics · #Agronomy #Best linear unbiased prediction #Biology #Biotechnology #Computational biology #Computer science #Gene #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Genetic marker #Genetics #Genetics and Plant Breeding #Genomic selection #Genotype #Machine learning #Marker-assisted selection #Mathematics #Molecular marker #Plant breeding #Predictive modelling #Selection (genetic algorithm) #Statistics
- Efficient Methods to Compute Genomic Predictions
2008/10/22 by P.M. VanRaden · 102 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · #Allele #Allele frequency #Artificial intelligence #Biology #Computer science #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Genetics #Genetics and Plant Breeding #Genomic selection #Genotype #Genotyping #Inbreeding #Linkage (software) #Linkage disequilibrium #Mathematics #Medicine #Population #Selection (genetic algorithm) #Single-nucleotide polymorphism #Statistics