Author details

Full Name

Sylvia Richardson

Affiliation

ORCID

Career Start Year

1984

Papers

172

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36691583	On randomized sketching algorithms and the Tracy-Widom law.		2023
36717723	A patient-centric modeling framework captures recovery from SARS-CoV-2 infection.	Nat Immunol	2023
34972825	Improving local prevalence estimates of SARS-CoV-2 infections using a causal debiasing framework.	Nat Microbiol	2022
36228971	In simulated data and health records, latent class analysis was the optimum multimorbidity clustering algorithm.	Journal of Clinical Epidemiology	2022
35664221	Interoperability of statistical models in pandemic preparedness: principles and reality.	Stat Sci	2022
35001978	A computationally efficient Bayesian seemingly unrelated regressions model for high-dimensional quantitative trait loci discovery.	J R Stat Soc Ser C Appl Stat	2021
33909991	EPISPOT: An epigenome-driven approach for detecting and interpreting hotspots in molecular QTL studies.	Am J Hum Genet	2021
33468531	Protocol for the development of the Wales Multimorbidity e-Cohort (WMC): data sources and methods to construct a population-based research platform to investigate multimorbidity.	BMJ Open	2021
34051148	Longitudinal analysis reveals that delayed bystander CD8+ TÂ cell activation and early immune pathology distinguish severe COVID-19 from mild disease.	Immunity	2021
33976128	The RNA landscape of the human placenta in health and disease.	Nature Communications	2021
33155717	Drug sensitivity prediction with normal inverse Gaussian shrinkage informed by external data.	Biom J	2021
34790983	Time varying association between deprivation, ethnicity and SARS-CoV-2 infections in England: a space-time study.	medRxiv	2021
35125502	Statistical properties of sketching algorithms.	Biometrika	2021
34992707	A Global-Local Approach for Detecting Hotspots in Multiple-Response Regression.	Ann Appl Stat	2020
32132772	High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking.	Statistics and Computing	2020
32567714	A flexible hierarchical framework for improving inference in area-referenced environmental health studies.	Biometrical Journal	2020
31009060	Fast Bayesian inference in large Gaussian graphical models.	Biometrics	2019
31647917	Correcting the Mean-Variance Dependency for Differential Variability Testing Using Single-Cell RNA Sequencing Data.	Cell Syst	2019
28958167	Age at menarche and the risk of operative delivery.	Journal of Maternal-Fetal and Neonatal Medicine	2019
29136109	Using ecological propensity score to adjust for missing confounders in small area studies.	Biostatistics	2019
29136145	A two-step method for variable selection in the analysis of a case-cohort study.	International Journal of Epidemiology	2018
28688579	Replicable and Coupled Changes in Innate and Adaptive Immune Gene Expression in Two Case-Control Studies of Blood Microarrays in Major Depressive Disorder.	Biol Psychiatry	2018
30172840	Correcting the Mean-Variance Dependency for Differential Variability Testing Using Single-Cell RNA Sequencing Data.	Cell Syst	2018
25193065	Weibull regression with Bayesian variable selection to identify prognostic tumour markers of breast cancer survival.	Stat Methods Med Res	2017
28669401	A Fast Association Test for Identifying Pathogenic Variants Involved in Rare Diseases.	Am J Hum Genet	2017
28883686	Principles of Experimental Design for Big Data Analysis.	Statistical Science	2017
28703137	Platelet function is modified by common sequence variation in megakaryocyte super enhancers.	Nat Commun	2017
28062448	ontologyX: a suite of R packages for working with ontological data.	Bioinformatics	2017
26490259	Age-related changes in murine myometrial transcript profile are mediated by exposure to the female sex hormones.	Aging Cell	2016
29568242	R2GUESS: A Graphics Processing Unit-Based R Package for Bayesian Variable Selection Regression of Multivariate Responses.	J Stat Softw	2016
27027514	JAM: A Scalable Bayesian Framework for Joint Analysis of Marginal SNP Effects.	Genetic Epidemiology	2016
27015630	Insight into Genotype-Phenotype Associations through eQTL Mapping in Multiple Cell Types in Health and Immune-Mediated Disease.	PLoS Genetics	2016
26924528	Phenotype Similarity Regression for Identifying the Genetic Determinants of Rare Diseases.	Am J Hum Genet	2016
27330244	Exploring dependence between categorical variables: Benefits and limitations of using variable selection within Bayesian clustering in relation to log-linear modelling with interaction terms.	Journal of Statistical Planning and Inference	2016
26912466	A gain-of-function variant in DIAPH1 causes dominant macrothrombocytopenia and hearing loss.	Blood	2016
26911986	Multidimensional analysis of the effect of occupational exposure to organic solvents on lung cancer risk: the ICARE study.	Occupational and Environmental Medicine	2016
27083558	Beyond comparisons of means: understanding changes in gene expression at the single-cell level.	Genome Biol	2016
27482531	Statistical Methods in Integrative Genomics.	Annu Rev Stat Appl	2016
26936507	A dominant gain-of-function mutation in universal tyrosine kinase SRC causes thrombocytopenia, myelofibrosis, bleeding, and bone pathologies.	Sci Transl Med	2016
26504141	MT-HESS: an efficient Bayesian approach for simultaneous association detection in OMICS datasets, with application to eQTL mapping in multiple tissues.	Bioinformatics	2016
26321800	Sampling from Dirichlet process mixture models with unknown concentration parameter: mixing issues in large data implementations.	Statistics and Computing	2015
25809691	Bayesian regression discontinuity designs: incorporating clinical knowledge in the causal analysis of primary care data.	Statistics in Medicine	2015
25949529	Human phenotype ontology annotation and cluster analysis to unravel genetic defects in 707 cases with unexplained bleeding and platelet disorders.	Genome Med	2015
27307779	PReMiuM: An R Package for Profile Regression Mixture Models Using Dirichlet Processes.	Journal of Statistical Software	2015
26107944	BASiCS: Bayesian Analysis of Single-Cell Sequencing Data.	PLoS Comput Biol	2015
26106896	Dissection of a Complex Disease Susceptibility Region Using a Bayesian Stochastic Search Approach to Fine Mapping.	PLoS Genet	2015
24919398	Breast cancer risk, nightwork, and circadian clock gene polymorphisms.		2014
25258084	Transcriptional diversity during lineage commitment of human blood progenitors.	Science	2014
24240650	Dynamics of the risk of smoking-induced lung cancer: a compartmental hidden Markov model for longitudinal analysis.	Epidemiology	2014
25201893	Blood pressure differences associated with Optimal Macronutrient Intake Trial for Heart Health (OMNIHEART)-like diet compared with a typical American Diet.	Hypertension	2014