Statistical Genomics Publications

Title Authors Journal Year of Publication DOI Pubmed ID
Title
High-throughput mouse phenomics for characterizing mammalian gene function
Authors
S.D.M. Brown, C.C. Holmes, A.M. Mallon, T.F. Meehan, D. Smedley, S. Wells
Journal
Nat Rev Genet
Year
2018
DOI
10.1038/s41576-018-0005-2
Title
On Markov chain Monte Carlo methods for tall data
Authors
R. Bardenet, A. Doucet, C. Holmes
Journal
Journal of Machine Learning Research
Year
2017
DOI
10.1038/s41576-018-0005-2
Title
Principles of Experimental Design for Big Data Analysis
Authors
C.C. Drovandi, C. Holmes, J.M. McGree, K. Mengersen, S. Richardson, E.G. Ryan
Journal
Stat Sci
Year
2017
DOI
10.1214/16-sts604
Pubmed ID
PMC5584669
Title
A Bayesian Nonparametric Approach to Testing for Dependence Between Random Variables
Authors
S. Filippi, C. Holmes
Journal
Bayesian Anal
Year
2017
DOI
10.1214/16-BA1027
Pubmed ID
PMC5584669
Title
Comparing two sequential Monte Carlo samplers for exact and approximate Bayesian inference on biological models
Authors
A.C. Daly, J. Cooper, D.J. Gavaghan, C. Holmes
Journal
J R Soc Interface
Year
2017
DOI
10.1098/rsif.2017.0340
Pubmed ID
PMC5636270
Title
A note on statistical repeatability and study design for high-throughput assays
Authors
G. Nicholson, C. Holmes
Journal
Stat Med
Year
2017
DOI
10.1002/sim.7175
Pubmed ID
PMC5299465
Title
Assigning a value to a power likelihood in a general Bayesian model
Authors
C.C. Holmes, S.G. Walker
Journal
Biometrika
Year
2017
DOI
10.1093/biomet/asx010
Pubmed ID
PMC5299465
Title
Artemether-Lumefantrine and Dihydroartemisinin-Piperaquine Exert Inverse Selective Pressure on Plasmodium Falciparum Drug Sensitivity-Associated Haplotypes in Uganda
Authors
A.R. Taylor, J.A. Flegg, C.C. Holmes, P.J. Guerin, C.H. Sibley, M.D. Conrad, G. Dorsey, P.J. Rosenthal
Journal
Open Forum Infect Dis
Year
2017
DOI
10.1093/ofid/ofw229
Pubmed ID
PMC5413987
Title
Characterizing variation of nonparametric random probability measures using the KullbackÔÇôLeibler divergence
Authors
J. Watson, L. Nieto-Barajas, C. Holmes
Journal
Statistics
Year
2017
DOI
10.1080/02331888.2016.1258072
Pubmed ID
PMC5413987
Title
The nature and nurture of cell heterogeneity: accounting for macrophage gene-environment interactions with single-cell RNA-Seq
Authors
Q.F. Wills, E. Mellado-Gomez, R. Nolan, D. Warner, E. Sharma, J. Broxholme, B. Wright, H. Lockstone, W. James, M. Lynch, M. Gonzales, J. West, A. Leyrat, S. Padilla-Parra, S. Filippi, C. Holmes, M.D. Moore, R. Bowden
Journal
BMC Genomics
Year
2017
DOI
10.1186/s12864-016-3445-0
Pubmed ID
PMC5219790
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