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1. Genomic-enabled prediction based on molecular markers and pedigree using the Bayesian linear regression package in R [Electronic Resource]

by Perez, P | De los Campos, G [coaut.] | Gianola, D [coaut.] | Crossa, J [coaut.].

Source: Plant GenomeMaterial type: article Article Publisher: 2010Online access: Click here to access online Collection: CIMMYT Staff Publications CollectionAvailability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library [Call number: CIS-6069] (1).

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2. A general Bayesian estimation method of linear-bilinear models applied to plant breeding trials with genotype × environment interaction [Electronic Resource]

by Perez-Elizalde, S | Jarquin, D [coaut.] | Crossa, J [coaut.].

Source: Journal of Agricultural, Biological, and Environmental StatisticsMaterial type: article Article Publisher: 2012Online access: Click here to access online Collection: CIMMYT Staff Publications CollectionAvailability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library [Call number: CIS-6483] (1).

3. Comparison between linear and non-parametric regression models for genome-enabled prediction in wheat [Electronic Resource]

by Perez-Rodriguez, P | Gianola, D [coaut.] | Gonzalez-Camacho, J.M [coaut.] | Manes, Y [coaut.] | Dreisigacker, S [coaut.] | Crossa, J [coaut.].

Source: G3-Genes Genomes GeneticsMaterial type: article Article Publisher: 2012Online access: Click here to access online Collection: CIMMYT Staff Publications CollectionAvailability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library [Call number: CIS-7035] (1).

4. Genomic prediction in CIMMYT maize and wheat breeding programs [Electronic Resource]

by Crossa, J | Ceron-Rojas, J [coaut.] | Hickey, J.M [coaut.] | Mathews, K.L [coaut.] | Ornella, L [coaut.] | Perez, P [coaut.] | Yongle Li [coaut.] | Burgueño, J [coaut.] | Babu, R [coaut.] | Zhang, X [coaut.] | Dreisigacker, S [coaut.] | Bonnett, D.G [coaut.].

Source: HeredityMaterial type: article Article Publisher: 2014Online access: Click here to access online Collection: CIMMYT Staff Publications CollectionAvailability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library [Call number: CIS-7159] (1).

5. Genomic selection for quantitative adult plant stem rust resistance in wheat [Electronic Resource]

by Rutkoski, J.E | Barbier, H [coaut.] | Jannink, J-L [coaut.] | Poland, J.A [coaut.] | Rouse, M.N [coaut.] | Sorrells, M.E [coaut.] | Huerta-Espino, J [coaut.] | Singh, R.P [coaut.] | Bhavani, S [coaut.].

Source: The Plant GenomeMaterial type: article Article Publisher: 2014Online access: Click here to access online Collection: General Book CollectionAvailability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

6. Genomic Prediction Models for Count Data [Electronic Resource]

by Montesinos-Lopez, O.A | Montesinos-Lopez, A | Perez-Rodriguez, P | Eskridge, K | Singh, P.K | Xinyao He | Crossa, J | Juliana, P.

Source: Journal of Agricultural, Biological, and Environmental StatisticsMaterial type: article Article; Type of continuing resource: periodical Publisher: Dordrecht (Netherlands) : Springer, 2015Online access: Access only for CIMMYT Staff Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

7. Genomic bayesian prediction model for count data with genotype X environment interaction [Electronic Resource]

by Montesinos-Lopez, A | Montesinos-Lopez, O.A | Burgueño, J | Eskridge, K | Falconi, E.E | Xinyao He | Singh, P.K | Cichy, K | Crossa, J.

Source: G3Material type: article Article; Type of continuing resource: periodical Publisher: Bethesda, MD : Genetics Society of America, 2016Online access: Open access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

8. A genomic bayesian multi-trait and multi-environment model [Electronic Resource]

by Montesinos-Lopez, O.A | Montesinos-Lopez, A | Toledo, F.H | Pérez-Hernández, O | Eskridge, K | Rutkoski, J | Crossa, J.

Source: G3Material type: article Article; Type of continuing resource: periodical Publisher: Bethesda, MD : Genetics Society of America, 2016Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

9. Bayesian Genomic Prediction with Genotype x Environment Interaction Kernel Models [Electronic Resource]

by Cuevas, J | Cuevas, J | Crossa, J | Montesinos-Lopez, O.A | Burgueño, J | Perez-Rodriguez, P | De los Campos, G.

Source: G3Material type: article Article; Type of continuing resource: periodical Publisher: Bethesda, MD : Genetics Society of America, 2017Online access: Open access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

10. Soil carbon and nitrogen stocks in sugarcane systems by Bayesian conditional autoregressive model – an unbiased prediction strategy

by Abbruzzini, T.F | Braga Brandani, C | Toledo, F.H | Pellegrino Cerri, C.E.

Source: Carbon ManagementMaterial type: article Article; Type of continuing resource: periodical Publisher: United Kingdom : Taylor and Francis 2017Online access: Access only for CIMMYT Staff Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

11. A Bayesian Poisson-lognormal Model for count data for Multiple-Trait Multiple-Environment Genomic-Enabled prediction [Electronic Resource]

by Montesinos-Lopez, O.A | Montesinos-Lopez, A | Crossa, J | Toledo, F.H | Montesinos-Lopez, J.C | Singh, P.K | Juliana, P | Salinas-Ruiz, J.

Source: G3Material type: article Article; Type of continuing resource: periodical Publisher: Bethesda, MD : Genetics Society of America, 2017Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

12. A bayesian genomic regression model with skew normal random errors [Electronic Resource]

by Perez-Rodriguez, P | Acosta-Pech, R | Perez-Elizalde, S | Velasco Cruz, C | Suarez Espinosa, J | Crossa, J.

Source: G3 : genes - genomes - geneticsMaterial type: article Article; Type of continuing resource: periodical Publisher: Bethesda, Md., U.S. : Genetics Society of America, 2018Online access: Open Access trough Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

13. Bayesian functional regression as an alternative statistical analysis of high-throughput phenotyping data of modern agriculture [Electronic Resource]

by Montesinos-Lopez, A | Montesinos-Lopez, O.A | De los Campos, G | Crossa, J | Burgueño, J | Luna-Vazquez, F.J.

Source: Plant MethodsMaterial type: article Article; Type of continuing resource: periodical Publisher: United Kingdom : BioMed Central, 2018Online access: Open Access through DSpace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

14. Bayesian functional regression as an alternative statistical analysis of high‑throughput phenotyping data of modern agriculture [Electronic Resource]

by Montesinos-Lopez, A | Montesinos-Lopez, O.A | De los Campos, G | Crossa, J | Burgueño, J | Luna-Vazquez, F.J.

Source: Plant MethodsMaterial type: article Article; Type of continuing resource: periodical Publisher: London : BioMed Central, 2018Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

15. Correction to : bayesian functional regression as an alternative statistical analysis of high-throughput phenotyping data of modern agriculture [Electronic Resource]

by Montesinos-Lopez, A | Montesinos-Lopez, O.A | De los Campos, G | Crossa, J | Burgueño, J | Luna-Vazquez, F.J.

Source: Plant MethodsMaterial type: article Article; Type of continuing resource: periodical Publisher: United Kingdom : BioMed Central, 2018Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

16. A Bayesian decision theory approach for genomic selection [Electronic Resource]

by Villar-Hernandez, B.d.J | Perez-Elizalde, S | Crossa, J | Perez-Rodriguez, P | Toledo, F.H | Burgueño, J.

Source: G3: Genes, Genomes, GeneticsMaterial type: article Article; Type of continuing resource: periodical Publisher: Bethesda, Md., U.S. : Genetics Society of America, 2018Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

17. BGGE : a new package for genomic-enabled prediction incorporating genotype × environment interaction models [Electronic Resource]

by Granato, I | Cuevas, J | Luna-Vazquez, F.J | Crossa, J | Montesinos-Lopez, O.A | Burgueño, J | Fritsche-Neto, R.

Source: G3: Genes, Genomes, GeneticsMaterial type: article Article; Type of continuing resource: periodical Publisher: Bethesda, Md., U.S. : Genetics Society of America, 2018Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

18. A singular value decomposition Bayesian multiple-trait and multiple-environment genomic model

by Montesinos-Lopez, O.A | Montesinos-Lopez, A | Crossa, J | Kismiantini | Ramirez-Alcaraz, J.M | Singh, R.P | Mondal, S | Juliana, P.

Source: HeredityMaterial type: article Article; Type of continuing resource: periodical Publisher: United Kingdom : Springer, 2019Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

19. A benchmarking between deep learning, support vector machine and bayesian threshold best linear unbiased prediction for predicting ordinal traits in plant breeding

by Montesinos-Lopez, O.A | Martin-Vallejo, J | Crossa, J | Gianola, D | Hernández Suárez, C.M | Montesinos-Lopez, A | Juliana, P | Singh, R.P.

Source: G3 : genes - genomes - geneticsMaterial type: article Article; Type of continuing resource: periodical Publisher: Bethesda, MD : Genetics Society of America, 2019Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

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Centro Internacional de Mejoramiento de Maíz y Trigo (CIMMYT) © Copyright 2015. Carretera México-Veracruz. Km. 45, El Batán, Texcoco, México, C.P. 56237.
Lunes –Viernes 9:00 am. 17:00 pm. Si tiene cualquier pregunta, contáctenos a CIMMYT-Knowledge-Center@cgiar.org