| RandomFields: Simulation and Analysis of Random Fields; 2014. R package version 3.0. 10 M Schlather, A Malinowski, M Oesting, D Boecker, K Strokorb, S Engelke, ... | 183* | |
| A review of deep learning applications for genomic selection OA Montesinos-López, A Montesinos-López, P Pérez-Rodríguez, ... BMC genomics 22, 1-23, 2021 | 165 | 2021 |
| Genomic prediction enhanced sparse testing for multi-environment trials D Jarquin, R Howard, J Crossa, Y Beyene, M Gowda, JWR Martini, ... G3: Genes, Genomes, Genetics 10 (8), 2725-2739, 2020 | 76 | 2020 |
| Deep kernel and deep learning for genome-based prediction of single traits in multienvironment breeding trials J Crossa, JWR Martini, D Gianola, P Pérez-Rodríguez, D Jarquin, ... Frontiers in genetics 10, 1168, 2019 | 68 | 2019 |
| Epistasis and covariance: how gene interaction translates into genomic relationship JWR Martini, V Wimmer, M Erbe, H Simianer Theoretical and Applied Genetics 129, 963-976, 2016 | 65 | 2016 |
| Genomic prediction with epistasis models: on the marker-coding-dependent performance of the extended GBLUP and properties of the categorical epistasis model (CE) JWR Martini, N Gao, DF Cardoso, V Wimmer, M Erbe, RJC Cantet, ... BMC bioinformatics 18, 1-16, 2017 | 59 | 2017 |
| Contrasting biodiversity–ecosystem functioning relationships in phylogenetic and functional diversity B Steudel, C Hallmann, M Lorenz, S Abrahamczyk, K Prinz, C Herrfurth, ... New Phytologist 212 (2), 409-420, 2016 | 57 | 2016 |
| Integrating gene expression data into genomic prediction Z Li, N Gao, JWR Martini, H Simianer Frontiers in genetics 10, 430679, 2019 | 53 | 2019 |
| Incorporating gene annotation into genomic prediction of complex phenotypes N Gao, JWR Martini, Z Zhang, X Yuan, H Zhang, H Simianer, J Li Genetics 207 (2), 489-501, 2017 | 53 | 2017 |
| The effect of the H−1 scaling factors τ and ω on the structure of H in the single-step procedure JWR Martini, MF Schrauf, CA Garcia-Baccino, ECG Pimentel, S Munilla, ... Genetics Selection Evolution 50 (1), 16, 2018 | 43 | 2018 |
| Phantom epistasis in genomic selection: on the predictive ability of epistatic models MF Schrauf, JWR Martini, H Simianer, G de Los Campos, R Cantet, ... G3: Genes, Genomes, Genetics 10 (9), 3137-3145, 2020 | 29 | 2020 |
| Approximate genome-based kernel models for large data sets including main effects and interactions J Cuevas, OA Montesinos-López, JWR Martini, P Pérez-Rodríguez, ... Frontiers in Genetics 11, 567757, 2020 | 18 | 2020 |
| On the approximation of interaction effect models by Hadamard powers of the additive genomic relationship JWR Martini, FH Toledo, J Crossa Theoretical population biology 132, 16-23, 2020 | 18 | 2020 |
| Cooperative binding: a multiple personality JWR Martini, L Diambra, M Habeck Journal of mathematical biology 72, 1747-1774, 2016 | 17 | 2016 |
| A mathematical view on the decoupled sites representation JWR Martini, GM Ullmann Journal of Mathematical Biology 66 (3), 477-503, 2013 | 14 | 2013 |
| Genome and Environment Based Prediction ModelsPrediction models and Methods of Complex TraitsComplex traits Incorporating Genotype × Environment … J Crossa, OA Montesinos-Lopez, P Pérez-Rodríguez, G Costa-Neto, ... Genomic Prediction of Complex Traits: Methods and Protocols, 245-283, 2022 | 13 | 2022 |
| Strengthening public breeding pipelines by emphasizing quantitative genetics principles and open source data management G Covarrubias-Pazaran, JWR Martini, M Quinn, G Atlin Frontiers in Plant Science 12, 681624, 2021 | 12 | 2021 |
| Lost in translation: On the problem of data coding in penalized whole genome regression with interactions JWR Martini, F Rosales, NT Ha, J Heise, V Wimmer, T Kneib G3: Genes, Genomes, Genetics 9 (4), 1117-1129, 2019 | 12 | 2019 |
| Accounting for epistasis improves genomic prediction of phenotypes with univariate and bivariate models across environments E Vojgani, T Pook, JWR Martini, AC Hölker, M Mayer, CC Schön, ... Theoretical and Applied Genetics 134, 2913-2930, 2021 | 10 | 2021 |
| On Hadamard and Kronecker products in covariance structures for genotype× environment interaction JWR Martini, J Crossa, FH Toledo, J Cuevas The Plant Genome 13 (3), e20033, 2020 | 10 | 2020 |
Jose CrossaBiometricianDirección de correo verificada de cgiar.org
