Catalina A. Vallejos
Catalina A. Vallejos
MRC Human Genetics Unit, Edinburgh & The Alan Turing Institute
Verified email at - Homepage
TitleCited byYear
BASiCS: Bayesian analysis of single-cell sequencing data
CA Vallejos, JC Marioni, S Richardson
PLoS computational biology 11 (6), e1004333, 2015
Normalizing single-cell RNA sequencing data: challenges and opportunities
CA Vallejos, D Risso, A Scialdone, S Dudoit, JC Marioni
Nature methods 14 (6), 565-571, 2017
Aging increases cell-to-cell transcriptional variability upon immune stimulation
CP Martinez-Jimenez, N Eling, HC Chen, CA Vallejos, AA Kolodziejczyk, ...
Science 355 (6332), 1433-1436, 2017
Beyond comparisons of means: understanding changes in gene expression at the single-cell level
CA Vallejos, S Richardson, JC Marioni
Genome Biology 17 (1), 1-14, 2016
High-sensitivity troponin in the evaluation of patients with suspected acute coronary syndrome: a stepped-wedge, cluster-randomised controlled trial
ASV Shah, A Anand, FE Strachan, AV Ferry, KK Lee, AR Chapman, ...
The Lancet 392 (10151), 919-928, 2018
Objective Bayesian survival analysis using shape mixtures of log-normal distributions
CA Vallejos, MFJ Steel
Journal of the American Statistical Association 110 (510), 697-710, 2015
Bayesian survival modelling of university outcomes
CA Vallejos, MFJ Steel
Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2017
Correcting the Mean-Variance Dependency for Differential Variability Testing Using Single-Cell RNA Sequencing Data
N Eling, AC Richard, S Richardson, JC Marioni, CA Vallejos
Cell systems 7 (3), 284-294. e12, 2018
On posterior propriety for the Student- linear regression model under Jeffreys priors
CA Vallejos, MFJ Steel
arXiv preprint arXiv:1311.1454, 2013
Shrinkage estimation of large covariance matrices using multiple shrinkage targets
H Gray, GGR Leday, CA Vallejos, S Richardson
arXiv preprint arXiv:1809.08024, 2018
Incorporating unobserved heterogeneity in Weibull survival models: A Bayesian approach
CA Vallejos, MFJ Steel
Econometrics and Statistics 3, 73-88, 2017
High-Sensitivity Cardiac Troponin and the Universal Definition of Myocardial Infarction
AR Chapman, PD Adamson, ASV Shah, A Anand, FE Strachan, AV Ferry, ...
Circulation, 2019
12 Grand challenges in single-cell data science
D Laehnemann, J Köster, E Szczurek, DJ McCarthy, SC Hicks, ...
PeerJ Preprints, 2019
Incorporating unobserved heterogeneity and multiple event types in survival models: a Bayesian approach
CA Vallejos
University of Warwick, 2014
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Articles 1–14