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Triple categorical regression for genomic selection: application to cassava breeding. Author(s): LIMA, L. P.; AZEVEDO, C. F.; RESENDE, M. D. V. de; SILVA, F. F. e; VIANA, J. M. S.; OLIVEIRA, E. J. de 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... ... Repository: BDPA Publication year: 2019
New insights into genomic selection through population-based non-parametric prediction methods. Author(s): LIMA L. P.; AZEVEDO, C. F.; RESENDE, M. D. V. de; SILVA, F. F. e; SUELA, M. M.; NASCIMENTO, M.; VIANA, J. M. S. 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... ... Repository: BDPA Publication year: 2019
Combined index of genomic prediction methods applied to productivity traits in rice. Author(s): SUELA, M. M.; LIMA, L. P.; AZEVEDO, C. F.; RESENDE, M. D. V. de; NASCIMENTO, M.; SILVA, F. F. e A cultura do arroz tem grande importância nacional e mundial por ser um dos cereais mais produzidos e consumidos no mundo, caracterizando-se como o principal alimento de mais da metade da população mu... ... Repository: BDPA Publication year: 2019
Increasing cassava root yield: additive-dominant genetic models for selection of parents and clones. Author(s): ANDRADE, L. R. B. de; SOUSA, M. B. e; WOLFE, M.; JANNINK, J. L.; RESENDE, M. D. V. de; AZEVEDO, C. F.; OLIVEIRA, E. J. de Genomic selection has been promising in situations where phenotypic assessments are expensive, laborious, and/or inefficient. This work evaluated the efficiency of genomic prediction methods combined... ... Repository: BDPA Publication year: 2022
Low-density marker panels for genomic prediction in Coffea arabica L. Author(s): ARCANJO, E. S.; NASCIMENTO, M.; AZEVEDO, C. F.; CAIXETA, E. T.; OLIVEIRA, A. C. B. de; PEREIRA, A. A.; NASCIMENTO, A. C. C. Developing new cultivars, particularly in perennial species like Coffea arabica, can be a time-consuming process. Employing molecular markers in genome-wide selection (GWS) for predicting genetic valu... ... Repository: BDPA Publication year: 2025
Cassava yield traits predicted by genomic selection methods. Author(s): ANDRADE, L. R. B. de; SOUSA, M. B. e; OLIVEIRA, E. J. de; RESENDE, M. D. V. de; AZEVEDO, C. F. Genomic selection (GS) has been used to optimize genetic gains when phenotypic selection is considered costly and difficult to measure. The objective of this work was to evaluate the efficiency and co... ... Repository: BDPA Publication year: 2019
Ridge, Lasso and Bayesian additive dominance genomic models. Author(s): AZEVEDO, C. F.; RESENDE, M. D. V. de; SILVA, F. F. e; VIANA, J. M. S.; VALENTE, M. S. F.; RESENDE JUNIOR, M. F. R.; MUÑOZ, P. 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... ... Repository: BDPA Publication year: 2015

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