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1. 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).

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2. 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).

3. 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).

4. Genomic prediction of genotype x environment interaction kernel regression models [Electronic Resource]

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

Source: The Plant GenomeMaterial type: article Article; Type of continuing resource: periodical Publisher: USA : CSSA, 2016Online access: Access only for CIMMYT Staff Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

5. Predicting grain yield using canopy hyperspectral reflectance in wheat breeding data [Electronic Resource]

by Montesinos-Lopez, O.A | Montesinos-Lopez, A | Crossa, J | De los Campos, G | Alvarado Beltrán, G | Mondal, S | Rutkoski, J | Gonzalez-Perez, L | Burgueño, J.

Source: Plant methodsMaterial type: article Article; Type of continuing resource: periodical Publisher: London : BioMed Central, 2017Online access: Open access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

6. 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).

7. 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).

8. Chapter O105. Theory and practical results on genomic prediction in CIMMYT wheat and maize breeding populations

by Crossa, J | Montesinos-Lopez, O.A | Rutkoski, J | De los Campos, G | Poland, J | Singh, R.P | Cuevas, J | Zhang, X | Beyene, Y | Burgueño, J | Perez, P.

Source: 7th International Crop Science CongressMaterial type: article Chapter; Format: print ; Literary form: Not fiction Publisher: Beijing, China : DBN, 2016Online access: Access only for CIMMYT Staff Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

9. Genomic Bayesian functional regression models with interactions for predicting wheat grain yield using hyper‑spectral image data [Electronic Resource]

by Montesinos-Lopez, A | Montesinos-Lopez, O.A | Cuevas, J | Mata-López, W. A | Burgueño, J | Mondal, S | Huerta-Espino, J | Singh, R.P | Autrique, E | Gonzalez-Perez, L | Crossa, J.

Source: Plant MethodsMaterial type: article Article; Type of continuing resource: periodical Publisher: United Kingdom : Biomed Central, 2017Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

10. Prediction of multiple-trait and multiple-environment genomic data using recommender systems [Electronic Resource]

by Montesinos-Lopez, O.A | Montesinos-Lopez, A | Crossa, J | Montesinos-Lopez, J.C | Mota-Sanchez, D | Estrada-González, F | Gillberg, J | Singh, R.P | Mondal, S | Juliana, P.

Source: G3Material type: article Article; Format: electronic ; Type of continuing resource: periodical Publisher: Bethesda, MD : Genetis Society of America, 2018Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

11. Genomic selection in plant breeding : methods, models and perspectives

by Crossa, J | Perez-Rodriguez, P | Cuevas, J | Montesinos-Lopez, O.A | Jarquín, D | De los Campos, G | Burgueño, J | Camacho-González, J. M | Perez-Elizalde, S | Beyene, Y | Dreisigacker, S | Singh, R.P | Zhang, X | Gowda, M | Rutkoski, J | Varshney, R.K.

Source: Trends in Plant ScienceMaterial type: article Article; Format: electronic ; Type of continuing resource: periodical Publisher: Amsterdam, Netherlands : Elsevier, 2017Online access: Access only for CIMMYT Staff Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

12. 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).

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: London : BioMed Central, 2018Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

14. 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).

15. 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).

16. Prospects and challenges of applied genomic selection-a new paradigm in breeding for grain yield in bread wheat [Electronic Resource]

by Juliana, P | Singh, R.P | Poland, J | Mondal, S | Crossa, J | Montesinos-Lopez, O.A | Dreisigacker, S | Perez-Rodriguez, P | Huerta-Espino, J | Crespo-Herrera, L.A | Velu, G.

Source: Plant GenomeMaterial type: article Article; Type of continuing resource: periodical Publisher: Madison, U.S. : Crop Science Society of America, 2018Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

17. An R package for multitrait and multienvironment data with the Item-based collaborative filtering algorithm

by Montesinos-Lopez, O.A | Luna-Vazquez, F.J | Montesinos-Lopez, A | Juliana, P | Singh, R.P | Crossa, J.

Source: Plant GenomeMaterial type: article Article; Type of continuing resource: periodical Publisher: Madison, U.S. : Crop Science Society of America, 2018Online access: Open Access through Dspace Availability: Items available for loan: CIMMYT Knowledge Center: John Woolston Library (1).

18. Integrating genomic-enabled prediction and high-throughput phenotyping in breeding for climate-resilient bread wheat [Electronic Resource]

by Juliana, P | Montesinos-Lopez, O.A | Crossa, J | Mondal, S | Gonzalez-Perez, L | Poland, J | Huerta-Espino, J | Crespo-Herrera, L.A | Velu, G | Dreisigacker, S | Shrestha, S | Perez-Rodriguez, P | Pinto Espinosa, F | Singh, R.P.

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

19. 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).

20. 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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Monday –Friday 9:00 am. 17:00 pm. If you have any question, please contact us at CIMMYT-Knowledge-Center@cgiar.org

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