Andrey Ziyatdinov

Computationally efficient whole-genome regression for quantitative and binary traits

Joelle Mbatchou, Leland Barnard, Joshua Backman et al. · Nature Genetics · 2021 · 1.4K citations · Full text

Genome-wide Association Study, Quantitative Genetics, Genotype-phenotype Association +10

Efficient analysis of large-scale genome-wide data with two R packages: bigstatsr and bigsnpr

Florian Privé, Hugues Aschard, Andrey Ziyatdinov et al. · Bioinformatics · 2018 · 396 citations · Full text

Drift compensation of gas sensor array data by common principal component analysis

Andrey Ziyatdinov, Santiago Marco, A. Chaudry et al. · Sensors and Actuators B Chemical · 2009 · 213 citations

Array Processing, Engineering, Sensors +7

lme4qtl: linear mixed models with flexible covariance structure for genetic studies of related individuals

Andrey Ziyatdinov, Miquel Vázquez-Santiago, Héléna Brunel et al. · BMC Bioinformatics · 2018 · 179 citations · Full text

Computationally efficient whole genome regression for quantitative and binary traits

Joelle Mbatchou, Leland Barnard, Joshua Backman et al. · 2020 · 168 citations · Full text

Genetics, Binary Traits, Genetic Epidemiology +17