List of works - Gustavo de Los Campos

A data-driven simulation platform to predict cultivars' performances under uncertain weather conditions

scientific article published on 25 September 2020

ANOVA-HD: Analysis of variance when both input and output layers are high-dimensional

scientific article published on 14 December 2020

Accelerating forest tree breeding by integrating genomic selection and greenhouse phenotyping

scientific article published on 20 August 2020

Accurate Genomic Prediction of Human Height

article

BGData - A Suite of R Packages for Genomic Analysis with Big Data

scientific article published on 07 May 2019

Benchmarking Parametric and Machine Learning Models for Genomic Prediction of Complex Traits

scientific article published on 05 November 2019

Can Deep Learning Improve Genomic Prediction of Complex Human Traits?

article

Complex-Trait Prediction in the Era of Big Data

scientific article published on 20 August 2018

Fine mapping and accurate prediction of complex traits using Bayesian Variable Selection models applied to biobank-size data

scientific article published in 2022

HaploBlocker: Creation of Subgroup-Specific Haplotype Blocks and Libraries

scientific article published on 31 May 2019

Local genetic covariance between serum urate and kidney function estimated with Bayesian multitrait models

scientific article published in 2022

Modeling Heterogeneity in the Genetic Architecture of Ethnically Diverse Groups Using Random Effect Interaction Models

article

Multitrait Bayesian shrinkage and variable selection models with the BGLR-R package

scientific article published in 2022

OCMA: Fast, Memory-Efficient Factorization of Prohibitively Large Relationship Matrices

scientific article published on 09 January 2019

Transcriptome-Based Prediction of Complex Traits in Maize

scientific article published on 22 October 2019

Whole-Genome Multi-omic Study of Survival in Patients with Glioblastoma Multiforme

scientific article published on 06 November 2018

Will Big Data Close the Missing Heritability Gap?

scientific article published on 11 September 2017

List of works by Gustavo de Los Campos

A data-driven simulation platform to predict cultivars' performances under uncertain weather conditions

ANOVA-HD: Analysis of variance when both input and output layers are high-dimensional

Accelerating forest tree breeding by integrating genomic selection and greenhouse phenotyping

Accurate Genomic Prediction of Human Height

BGData - A Suite of R Packages for Genomic Analysis with Big Data

Benchmarking Parametric and Machine Learning Models for Genomic Prediction of Complex Traits

Can Deep Learning Improve Genomic Prediction of Complex Human Traits?

Complex-Trait Prediction in the Era of Big Data

Fine mapping and accurate prediction of complex traits using Bayesian Variable Selection models applied to biobank-size data

HaploBlocker: Creation of Subgroup-Specific Haplotype Blocks and Libraries

Local genetic covariance between serum urate and kidney function estimated with Bayesian multitrait models

Modeling Heterogeneity in the Genetic Architecture of Ethnically Diverse Groups Using Random Effect Interaction Models

Multitrait Bayesian shrinkage and variable selection models with the BGLR-R package

OCMA: Fast, Memory-Efficient Factorization of Prohibitively Large Relationship Matrices

Transcriptome-Based Prediction of Complex Traits in Maize

Whole-Genome Multi-omic Study of Survival in Patients with Glioblastoma Multiforme

Will Big Data Close the Missing Heritability Gap?