Concepedia

David A. van Dyk

DA

Statistics

Publications

55

Citations

5.8K

H-Index

30

Active since

1981

Affiliations

Imperial College London(Current)

University of California, Irvine

Harvard University

Harvard University Press

Center for Astrophysics Harvard & Smithsonian

David A. van Dyk is an author at Imperial College London specializing in astronomy, natural sciences, and physics.

Publications per year

1981–2023

55

Publications

55

The Art of Data Augmentation

David A. van Dyk, Xiao‐Li Meng · Journal of Computational and Graphical Statistics · 2001 · 1.1K citations

Computing, Computer Science, Physics +17

Causal Inference With General Treatment Regimes

Kosuke Imai, David A. van Dyk · Journal of the American Statistical Association · 2004 · 877 citations

Public Health, Biostatistics, Economics +15

The EM Algorithm—an Old Folk-song Sung to a Fast New Tune

Xiao‐Li Meng, David A. van Dyk · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1997 · 807 citations · Full text

Computing, Computer Science, Algorithms +15

Statistics, Handle with Care: Detecting Multiple Model Components with the Likelihood Ratio Test

Rostislav S. Protassov, David A. van Dyk, A. Connors et al. · The Astrophysical Journal · 2002 · 688 citations · Full text

Natural Sciences, Astronomy, Mathematics +15

Partially Collapsed Gibbs Samplers

David A. van Dyk, Taeyoung Park · Journal of the American Statistical Association · 2008 · 272 citations

Natural Sciences, Biostatistics, Bayesian Data Analysis +12

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