selected publications

academic article

Do Molecular Markers Inform About Pleiotropy?.
Genetics.
201.
2015
Genetic Control of Environmental Variation of Two Quantitative Traits of Drosophila melanogaster Revealed by WholeGenome Sequencing.
Genetics.
201.
2015
Genomic Heritability: What Is It?.
PLOS Genetics.
11.
2015

dataset

Supplemental Material for de los Campos, Sorensen and Toro, 2019.
gsajournals.
2019
Genomic Heritability: What Is It?.
publiclibraryofscience.
2015
Mean (SD) of estimates of genomic heritability by simulation scenario (rows) and information used for analysis..
publiclibraryofscience.
2015

hide from search

Average (over individuals in TST data sets) regression coefficient (bn+1, see eq. 4) between realized genomic relationships at markers and those realized at causal loci, corresponding minimum reduction factor in prediction R2 (see eq. 7) and observed reduction factor in prediction Rsquared..
publiclibraryofscience.
2013
Estimates (estimated standard errors) of proportion of variance explained () and of prediction Rsquared of phenotypes in validation datasets, R2 (TST)..
publiclibraryofscience.
2013
Estimates of proportion of variance accounted for by regression on pedigree or regression on markers by training data set and analysis method (estimated posterior standard deviaton)..
publiclibraryofscience.
2013
Percentage of loci by minor allele frequency (MAF), scenario and data set..
publiclibraryofscience.
2013
Prediction Rsquared evaluated in testing data sets (average over 30 randomly drawn testing data sets, each having 500 individuals) by training and validation data sets and model..
publiclibraryofscience.
2013
Prediction of Complex Human Traits Using the Genomic Best Linear Unbiased Predictor.
publiclibraryofscience.
2013
Regression coefficient (, see expression 6) between realized genomic relationships at markers and those realized at causal loci, by data set, type of relationship and simulation scenario..
publiclibraryofscience.
2013
A commentary on Pitfalls of predicting complex traits from SNPs.
Nature Reviews Genetics.
2013
Prediction of Complex Human Traits Using the Genomic Best Linear Unbiased Predictor.
PLOS Genetics.
2013

preprint

Accurate Genomic Prediction Of Human Height.
bioRxiv.
2017