Sylvia Richardson

Orcid: 0000-0003-1998-492X

According to our database1, Sylvia Richardson authored at least 27 papers between 2002 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of two.

Timeline

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Bibliography

2025
Efficient Bayesian functional principal component analysis of irregularly-observed multivariate curves.
Comput. Stat. Data Anal., 2025

2024
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers.
Nat. Mac. Intell., 2024

2023
On randomized sketching algorithms and the Tracy-Widom law.
Stat. Comput., February, 2023

2022
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers.
CoRR, 2022

A large-scale and PCR-referenced vocal audio dataset for COVID-19.
CoRR, 2022

2021
An informatics consult approach for generating clinical evidence for treatment decisions.
BMC Medical Informatics Decis. Mak., 2021

BayesSUR: An R Package for High-Dimensional Multivariate Bayesian Variable and Covariance Selection in Linear Regression.
J. Stat. Softw., 2021

2020
High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking.
Stat. Comput., 2020

Whole-genome sequencing of patients with rare diseases in a national health system.
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Nat., 2020

2017
ontologyX: a suite of R packages for working with ontological data.
Bioinform., 2017

2016
MT-HESS: an efficient Bayesian approach for simultaneous association detection in OMICS datasets, with application to eQTL mapping in multiple tissues.
Bioinform., 2016

2015
Sampling from Dirichlet process mixture models with unknown concentration parameter: mixing issues in large data implementations.
Stat. Comput., 2015

BASiCS: Bayesian Analysis of Single-Cell Sequencing Data.
PLoS Comput. Biol., 2015

2014
Identifying Cell Types from Spatially Referenced Single-Cell Expression Datasets.
PLoS Comput. Biol., 2014

2013
Balancing the Robustness and Predictive Performance of Biomarkers.
J. Comput. Biol., 2013

2011
<i>ESS</i>++: a C++ objected-oriented algorithm for Bayesian stochastic search model exploration.
Bioinform., 2011

Data Mining Cancer Registries: Retrospective Surveillance of Small Area Time Trends in Cancer Incidence Using BaySTDetect.
Proceedings of the Data Mining Workshops (ICDMW), 2011

2010
New Insights into the Genetic Control of Gene Expression using a Bayesian Multi-tissue Approach.
PLoS Comput. Biol., 2010

sdef: an R package to synthesize lists of significant features in related experiments.
BMC Bioinform., 2010

Examining the Association between Deprivation Profiles and Air Pollution in Greater London using Bayesian Dirichlet Process Mixture Models.
Proceedings of the 19th International Conference on Computational Statistics, 2010

2008
A Bayesian calibration model for combining different pre-processing methods in Affymetrix chips.
BMC Bioinform., 2008

2007
Using Likelihood-Free Inference to Compare Evolutionary Dynamics of the Protein Networks of <i>H. pylori</i> and <i>P. falciparum</i>.
PLoS Comput. Biol., 2007

BGX: a Bioconductor package for the Bayesian integrated analysis of Affymetrix GeneChips.
BMC Bioinform., 2007

2006
A powerful method for detecting differentially expressed genes from GeneChip arrays that does not require replicates.
BMC Bioinform., 2006

Detection of gene copy number changes in CGH microarrays using a spatially correlated mixture model.
Bioinform., 2006

2004
A mixture model-based strategy for selecting sets of genes in multiclass response microarray experiments.
Bioinform., 2004

2002
Bayesian Hierarchical Model for Identifying Changes in Gene Expression from Microarray Experiments.
J. Comput. Biol., 2002


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