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| Registros recuperados : 266 | |
| 101. |  | MATTA, V. M; CAMPOS, D. C. P.; SANTOS, A. S.; CABRAL, L. M. C.; COURI, S. Clarification on cashew apple juice by microfiltration. In: IFT ANNUAL MEETING, 2001, New Orleans, Louisiana. Book of abstracts... Chicago: IFT, 2001. p. 232, ref. 88E-19.| Biblioteca(s): Embrapa Agroindústria de Alimentos. |
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| 107. | | GOMES, F. S.; CABRAL, L. M. C.; COURI, S.; COSTA, P. A.; CAMPOS, M. B. D. Lycopene content and antioxidant capacity of watermelon powder. Acta Horticulturae, v. 1040, p. 105-110, Jun. 2014. Edition of Proceedings of the III International Symposium on Human Health Effects of Fruits and Vegetables, Avignon, Oct. 2009.| Biblioteca(s): Embrapa Agroindústria de Alimentos. |
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| 108. | | COURI, S.; OLIVEIRA, A. C. P.; FREITAS, S. P.; DAMASO, M. C. T. Efeito da concentração do inóculo e da relação soluto/substrato de fermentação no crescimento do Aspergillus niger 3T5B8 medido pela variação do teor de glicosamina. Alimentos Ciencia e Ingeniería, v. 16, n. 3, 2007. p. 21-22. Edição dos trabajos aceptados para su presentación en VI Congreso Iberoamericano de Ingeniería en Alimentos, Ambato, Equador, nov. 2007.| Biblioteca(s): Embrapa Agroindústria de Alimentos. |
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| 113. | | FREITAS, S. P.; MAMEDE, A. M. G. N.; ASCHERI, J. L.; TERZI, S. C.; COURI, S. Extracao aquosa enzimatica do oleo de gergelim a partir da semente extrusada. In: SIMPOSIO NACIONAL DE FERMENTACOES - SINAFERM, 13., 2000, Teresopolis, Rio de Janeiro. Programa e resumos. Rio de Janeiro, 2000. 1 CD-ROM.| Biblioteca(s): Embrapa Agroindústria de Alimentos. |
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| 114. | | SILVA, I. C. C. da; PONTES, F. S.; COURI, S.; ARAUJO, M. M.; FREITAS, S. P. Extração combinada do óleo de macaúba: tecnologia enzimática e prensagem hidraúlica. In: CONGRESSO BRASILEIRO DE PLANTAS OLEAGINOSAS, ÓLEOS, GORDURAS E BIODIESEL, 5., 2008, Varginha. Anais. Lavras: UFLA, 2008. p. 1240-1250.| Biblioteca(s): Embrapa Agroindústria de Alimentos. |
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| 115. | | RODRIGUEZ-ZUNIGA, U. F.; LEMO, V.; FARINAS, C. S.; BERTUCCI NETO, V.; COURI, S. Evaluation of agroindustrial residues as substrates for cellulolytic enzymes production under solid state fermentation. In: ENCONTRO DA SOCIEDADE BRASILEIRA DE PESQUISA EM MATERIAIS - SBPMat, 7., 2008, Guarujá; BRAZILIAN MRS MEETING, 7., 2008, Guarujá. Abstracts... Rio de Janeiro: SBPMat, 2008. não paginado. 1CD-ROM.| Biblioteca(s): Embrapa Instrumentação. |
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| 117. | | CASTILHO, L. R.; COELHO, M. A. Z.; COURI, S.; LEITE, S. G. F.; MEDRONHO, R. A. Escolha de linhagens de A.Niger para a producao de pectinases e caracterizacao do complexo enzimatico. In: CONGRESSO BRASILEIRO DE ENGENHARIA, 11., 1996, Rio de Janeiro, RJ. Anais... Rio de Janeiro: Associacao Brasileira de Engenharia Quimica, 1996. v. 2, p.1466-1471.| Biblioteca(s): Embrapa Agroindústria de Alimentos. |
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| 119. | | FARINAS, C. S.; VITCOSQUE, G. L.; FONSECA, R. F.; BERTUCCI NETO, V.; COURI, S. Modeling the effects of solid state fermentation operating conditions on endoglucanase production using an instrumented bioreactor. Industrial crops and products, [S. l.], v. 34, n. 1, p. 1186-1192, 2011.| Biblioteca(s): Embrapa Agroindústria de Alimentos; Embrapa Instrumentação. |
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| Registros recuperados : 266 | |
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Registro Completo
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Biblioteca(s): |
Embrapa Florestas; Embrapa Mandioca e Fruticultura. |
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Data corrente: |
28/12/2016 |
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Data da última atualização: |
03/01/2018 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Circulação/Nível: |
A - 1 |
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Autoria: |
AZEVEDO, C. F.; RESENDE, M. D. V. de; SILVA, F. F.; VIANA, J. M. S.; VALENTE, M. S. F.; RESENDE JUNIOR, M. F. R.; OLIVEIRA, E. J. de. |
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Afiliação: |
C. F. Azevedo, Departamento de Estatística, Universidade Federal de Viçosa; MARCOS DEON VILELA DE RESENDE, CNPF; F. F. Silva, Departamento de Zootecnia, Universidade Federal de Viçosa; J. M. S. Viana, Departamento de Biologia Geral, Universidade Federal de Viçosa; M. S. F. Valente, Departamento de Biologia Geral, Universidade Federal de Viçosa; M. F. R. Resende Junior, RAPID Genomics, Florida; EDER JORGE DE OLIVEIRA, CNPMF. |
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Título: |
New accuracy estimators for genomic selection with application in a cassava (Manihot esculenta) breeding program. |
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Ano de publicação: |
2016 |
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Fonte/Imprenta: |
Genetics and Molecular Research, v. 15, n. 4, gmr.15048838, Oct. 2016. |
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DOI: |
10.4238/gmr.15048838 |
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Idioma: |
Inglês |
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Conteúdo: |
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 is not fully adequate. This study proposes and evaluates the performance and efficiency of two new accuracy estimators, called regularized estimator (RE) and hybrid estimator (HE), which were applied to a practical cassava breeding program and also to simulated data. The simulation study considered two individual narrow sense heritability levels and two genetic architectures for traits. TE, RE, and HE were compared under four validation procedures: without validation (WV), independent validation, ten-fold validation through jacknife allowing different markers, and with the same markers selected in each cycle. RE presented accuracies closer to the parametric ones and less biased and more precise ones than TE. HE proved to be very effective in the WV procedure. The estimators were applied to five traits evaluated in a cassava experiment, including 358 clones genotyped for 390 SNPs. Accuracies ranged from 0.67 to 1.12 with TE and from 0.22 to 0.51 with RE. These results indicated that TE overestimated the accuracy and led to one accuracy estimate (1.12) higher than one, which is outside of the parameter space. Use of RE turned the accuracy into the parameter space. Cassava breeding programs can be more realistically implemented using the new estimators proposed in this study, providing less risky practical inferences. MenosABSTRACT. 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 is not fully adequate. This study proposes and evaluates the performance and efficiency of two new accuracy estimators, called regularized estimator (RE) and hybrid estimator (HE), which were applied to a practical cassava breeding program and also to simulated data. The simulation study considered two individual narrow sense heritability levels and two genetic architectures for traits. TE, RE, and HE were compared under four validation procedures: without validation (WV), independent validation, ten-fold validation through jacknife allowing different markers, and with the same markers selected in each cycle. RE presented accuracies closer to the parametric ones and less biased and more precise ones than TE. HE proved to be very effective in the WV procedure. The estimators were applied to five traits evaluated in a cassava experiment, including 358 clones genotyped for 390 SNPs. Accuracies ranged from 0.67 to 1.12 with TE and from 0.22 to 0.51 with RE. These results indicated that TE overestimated the accuracy and led to one accuracy estimate (1.12) higher than one, which is outside of the parameter space. Use of RE turned the accuracy into the parameter space. Cassava breeding programs can be more realistically implemented using the new estimators proposed in this study, provi... Mostrar Tudo |
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Palavras-Chave: |
Accuracy estimator; Cross-validation; Genomic prediction; Mnadioca; Seleção genômica. |
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Thesagro: |
Mandioca; Manihot esculenta; Melhoramento vegetal. |
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Thesaurus NAL: |
Cassava; Plant breeding. |
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Categoria do assunto: |
G Melhoramento Genético |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/161813/1/2016-M.Deon-GMR-NewAccuracy.pdf
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Marc: |
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024 7 $a10.4238/gmr.15048838$2DOI
100 1 $aAZEVEDO, C. F.
245 $aNew accuracy estimators for genomic selection with application in a cassava (Manihot esculenta) breeding program.$h[electronic resource]
260 $c2016
520 $aABSTRACT. 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 is not fully adequate. This study proposes and evaluates the performance and efficiency of two new accuracy estimators, called regularized estimator (RE) and hybrid estimator (HE), which were applied to a practical cassava breeding program and also to simulated data. The simulation study considered two individual narrow sense heritability levels and two genetic architectures for traits. TE, RE, and HE were compared under four validation procedures: without validation (WV), independent validation, ten-fold validation through jacknife allowing different markers, and with the same markers selected in each cycle. RE presented accuracies closer to the parametric ones and less biased and more precise ones than TE. HE proved to be very effective in the WV procedure. The estimators were applied to five traits evaluated in a cassava experiment, including 358 clones genotyped for 390 SNPs. Accuracies ranged from 0.67 to 1.12 with TE and from 0.22 to 0.51 with RE. These results indicated that TE overestimated the accuracy and led to one accuracy estimate (1.12) higher than one, which is outside of the parameter space. Use of RE turned the accuracy into the parameter space. Cassava breeding programs can be more realistically implemented using the new estimators proposed in this study, providing less risky practical inferences.
650 $aCassava
650 $aPlant breeding
650 $aMandioca
650 $aManihot esculenta
650 $aMelhoramento vegetal
653 $aAccuracy estimator
653 $aCross-validation
653 $aGenomic prediction
653 $aMnadioca
653 $aSeleção genômica
700 1 $aRESENDE, M. D. V. de
700 1 $aSILVA, F. F.
700 1 $aVIANA, J. M. S.
700 1 $aVALENTE, M. S. F.
700 1 $aRESENDE JUNIOR, M. F. R.
700 1 $aOLIVEIRA, E. J. de
773 $tGenetics and Molecular Research$gv. 15, n. 4, gmr.15048838, Oct. 2016.
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Embrapa Florestas (CNPF) |
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