Difference between revisions of "Tracy Heath"

From MolEvol
Line 23: Line 23:
  
 
* Hierarchical models and integrative Bayesian analysis ([slides])
 
* Hierarchical models and integrative Bayesian analysis ([slides])
** RevBayes archery demo
+
** RevBayes archery demo (link to files)
 +
** RevBayes GTR demo (link to files)
 
* Bayesian divergence-time estimation ([slides])
 
* Bayesian divergence-time estimation ([slides])
 +
* [[Total-evidence analysis in RevBayes]]
  
  

Revision as of 16:29, 24 July 2017

Thsquare.jpg

Assistant Professor
Dept. Ecology, Evolution, & Organismal Biology
Iowa State University


Contact Information

Research

Heath.jpg

I develop statistical models for use as priors in Bayesian methods for phylogenetic inference. In particular, I'm interested in divergence-time estimation -- e.g. modeling rate variation across the tree of life, diversification processes, and methods for incorporating information from the fossil record.


Time at MBL

Monday July 24 - Sunday July 30

2017 Course

  • Hierarchical models and integrative Bayesian analysis ([slides])
    • RevBayes archery demo (link to files)
    • RevBayes GTR demo (link to files)
  • Bayesian divergence-time estimation ([slides])
  • Total-evidence analysis in RevBayes


Suggested Reading

Graphical Models

  • Höhna, Heath, Boussau, Landis, Ronquist, Huelsenbeck. 2014. Probabilistic graphical model representation in phylogenetics. Systematic Biology, in press. (doi: 10.1093/sysbio/syu039).

Divergence-Time Estimation

  • Thorne and Kishino. 2005. Estimation of divergence times from molecular sequence data. In: Nielsen R, editor, Statistical Methods in Molecular Evolution. New York: Springer, pp. 235–256. (PDF)
  • Heath and Moore. 2014. Bayesian inference of species divergence times. In: Bayesian Phylogenetics: Methods, Algorithms, and Applications. Chen, M.-H., L. Kuo, and P.O. Lewis (editors). Chapman & Hall/CRC. (book chapter email me for PDF)
  • BEAST2 Book: Drummond AJ, Bouckaert RR. 2014. Bayesian evolutionary analysis with BEAST 2. Cambridge University Press. (http://www.beast2.org/book.html)
  • Lartillot: blog post on diversification: http://bayesiancook.blogspot.com/2013/12/two-sides-of-same-coin.html
  • also see references in divergence-time tutorial

Additional Tutorials

  • More tutorials on divergence time estimation in RevBayes and BEAST2 (link)
  • Materials (tutorials and lectures) from the Taming the BEAST workshop, including some tutorials on infectious disease dynamics (link)

2016 Course