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Marker effects and heritability estimates using additive-dominance genomic architectures via artificial neural networks in Coffea canephora. Many methodologies are used to predict the genetic merit in animals and plants, but some of them require priori assumptions that may increase the complexity of the model. Artificial neural network (AN... ... Repositório: BDPA Ano de publicação: 2022
Breeding by genomic selection: capturing the missing heritability of complex traits in forest trees. Repositório: BDPA Ano de publicação: 2011
Triple categorical regression for genomic selection: application to cassava breeding. Genome-wide selection (GWS) is currently a technique of great importance in plant breeding, since it improves efficiency of genetic evaluations by increasing genetic gains. The process is based on gen... ... Repositório: BDPA Ano de publicação: 2019
Evaluating the accuracy of genomic prediction of growth and wood traits in two Eucalyptus species and their F1 hybrids. Repositório: BDPA Ano de publicação: 2017
New insights into genomic selection through population-based non-parametric prediction methods. Genome-wide selection (GWS) is based on a large number of markers widely distributed throughout the genome. Genome-wide selection provides for the estimation of the effect of each molecular marker on... ... Repositório: BDPA Ano de publicação: 2019
Ridge, Lasso and Bayesian additive dominance genomic models. Background: A complete approach for genome-wide selection (GWS) involves reliable statistical genetics models and methods. Reports on this topic are common for additive genetic models but not for addi... ... Repositório: BDPA Ano de publicação: 2015
Genome-wide association and regional heritability mapping of plant architecture, lodging and productivity in Phaseolus vulgaris. The availability of high-density molecular markers in common bean has allowed to explore the genetic basis of important complex agronomic traits with increased resolution. Genome-Wide Association Stud... ... Repositório: BDPA Ano de publicação: 2018
Genomic study of Babesia bovis infection level and its association with tick count in Hereford and Braford cattle. Bovine babesiosis is a tick-borne disease caused by intraerythrocytic protozoa and leads to substantial economic losses for the livestock industry throughout the world. Babesia bovis is considered the... ... Repositório: BDPA Ano de publicação: 2020
New accuracy estimators for genomic selection with application in a cassava (Manihot esculenta) breeding program. ABSTRACT. Genomic selection is the main force driving applied breeding programs and accuracy is the main measure for evaluating its efficiency. The traditional estimator (TE) of experimental accuracy... ... Repositório: BDPA Ano de publicação: 2016
Genome-wide scan of gastrointestinal nematode resistance in closed Angus population selected for minimized influence of MHC. Genetic markers associated with parasite indicator traits are ideal targets for study of marker assisted selection aimed at controlling infections that reduce herd use of anthelminthics. For this stud... ... Repositório: BDPA Ano de publicação: 2015

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