Kevin J. Dawson
Molecular Biology · 2010–2018
A researcher in the Science corpus: 5 papers; trusts 20 researchers and is trusted by 9 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 66 citations into it
- Genetics — 38 citations into it; #1,787 of 6,854 by trust here, #5,057 by citations
- Artificial Intelligence — 11 citations into it; #15,624 of 35,345 by trust here, #25,809 by citations
- Statistics and Probability — 10 citations into it
Whom Kevin J. Dawson trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- MARK A. Beaumont
- Andrew Gelman
- Tom Fawcett
- Matthieu Foll
- Bjørn-Helge Mevik
- Bruce S. Weir
- Scott Anthony Sisson
- David J. Balding
- Daniel Wegmann
- Paul Gustafson
Who trusts Kevin J. Dawson overall
Papers from Kevin J. Dawson's perspective
Ordered by how strongly the researchers Kevin J. Dawson trusts endorse each paper. Same corpus, a different order for every researcher.
- Sequential Monte Carlo without likelihoods
- Markov chain Monte Carlo without likelihoods
- Efficient Approximate Bayesian Computation Coupled With Markov Chain Monte Carlo Without Likelihood (Genetics)
- Generating samples under a Wright-Fisher neutral model of genetic variation (Bioinform.)
- Approximate Bayesian computation in population genetics.
- A Genome-Scan Method to Identify Selected Loci Appropriate for Both Dominant and Codominant Markers: A Bayesian Perspective (Genetics)
- Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems
- Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)
- Adaptive approximate Bayesian computation
- Identifying adaptive genetic divergence among populations from genome scans (Molecular Ecology)
Their papers
- Likelihood-Free Inference of Population Structure and Local Adaptation in a Bayesian Hierarchical Model (2010) — 103 citations
- The evolutionary history of 2,658 cancers (2017) — 937 citations
- Heterogeneity of genomic evolution and mutational profiles in multiple myeloma (2014) — 862 citations
- Universal Patterns of Selection in Cancer and Somatic Tissues (2018) — 854 citations
- The Evolutionary History of Lethal Metastatic Prostate Cancer (2015) — 1,348 citations