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Montesinos López, Osval
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1

Statistical Machine-Learning Methods for Genomic Prediction..:

Montesinos López, Osval ; Mosqueda González, Brandon ; Montesinos López, Abelardo.
Genes.  14 (2023)  5 - p. 1003 , 2023
Link: https://doi.org/10.3390/..
 
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2

Generalized Linear Mixed Models for Categorical and Ordinal..:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 321-376 , 2023
Link: https://doi.org/10.1007/..
 
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3

Generalized Linear Models:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 43-84 , 2023
Link: https://doi.org/10.1007/..
 
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4

Generalized Linear Mixed Models for Non-normal Responses:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 113-127 , 2023
Link: https://doi.org/10.1007/..
 
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5

Time of Occurrence of an Event of Interest:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 279-319 , 2023
Link: https://doi.org/10.1007/..
 
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6

Generalized Linear Mixed Models for Repeated Measurements:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 377-423 , 2023
Link: https://doi.org/10.1007/..
 
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7

Objectives of Inference for Stochastic Models:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 85-112 , 2023
Link: https://doi.org/10.1007/..
 
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8

Elements of Generalized Linear Mixed Models:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 1-42 , 2023
Link: https://doi.org/10.1007/..
 
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9

Generalized Linear Mixed Models for Counts:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 129-208 , 2023
Link: https://doi.org/10.1007/..
 
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10

Generalized Linear Mixed Models for Proportions and Percent..:

, In: Generalized Linear Mixed Models with Applications in Agriculture and Biology,
Salinas Ruíz, Josafhat ; Montesinos López, Osval Antonio ; Hernández Ramírez, Gabriela. - p. 209-278 , 2023
Link: https://doi.org/10.1007/..
 
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11

Reproducing Kernel Hilbert Spaces Regression and Classifica..:

, In: Multivariate Statistical Machine Learning Methods for Genomic Prediction,
Montesinos López, Osval Antonio ; Montesinos López, Abelardo ; Crossa, Jose - p. 251-336 , 2022
Link: https://doi.org/10.1007/..
 
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12

Overfitting, Model Tuning, and Evaluation of Prediction Per..:

, In: Multivariate Statistical Machine Learning Methods for Genomic Prediction,
Montesinos López, Osval Antonio ; Montesinos López, Abelardo ; Crossa, Jose - p. 109-139 , 2022
Link: https://doi.org/10.1007/..
 
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13

Preprocessing Tools for Data Preparation:

, In: Multivariate Statistical Machine Learning Methods for Genomic Prediction,
Montesinos López, Osval Antonio ; Montesinos López, Abelardo ; Crossa, Jose - p. 35-70 , 2022
Link: https://doi.org/10.1007/..
 
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14

Bayesian Genomic Linear Regression:

, In: Multivariate Statistical Machine Learning Methods for Genomic Prediction,
Montesinos López, Osval Antonio ; Montesinos López, Abelardo ; Crossa, Jose - p. 171-208 , 2022
Link: https://doi.org/10.1007/..
 
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15

Random Forest for Genomic Prediction:

, In: Multivariate Statistical Machine Learning Methods for Genomic Prediction,
Montesinos López, Osval Antonio ; Montesinos López, Abelardo ; Crossa, Jose - p. 633-681 , 2022
Link: https://doi.org/10.1007/..
 
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