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Reza Mohammadi (Abdolreza Mohammadi)

Room number: 444 (Bernoulliborg, building 5161)
Telephone: +31 (0)50 363 3536
Fax: +31 (0)50 363 3800
e-mail: a.mohammadi@rug.nl

  • My PhD Thesis: "Bayesian Model Determination in Complex Systems", departement of Statistics and Probability, University of Groningen, Download PDF

Research Interests

Bayesian Inference; Bayesian Model Selection; High Dimensional Modeling; Graphical Models; Exponential Random Graph Models; Mixture Models

Publications

Mohammadi, A. and E. Wit (2015) Bayesian Structure Learning in Sparse Gaussian Graphical Models, Bayesian Analysis, 10(1):109-138, Download PDF, R package, slides

Mohammadi, A. and E. Wit (2014) Contributed Discussion on Article by Finegold and Drton, Bayesian Analysis, 9(3):577-579, Download PDF

Mohammadi, A., Abegaz Yazew, F., and E. Wit. (2014) Bayesian Copula Gaussian Graphical Modelling, (IWSM’14) Proceedings of the 29th International Workshop on Statistical Modelling , vol.1, pp. 225-230, R package, slides

Mohammadi, A., M. R. Salehi-Rad and E. Wit (2013) Using mixture of Gamma distributions for Bayesian analysis in an M/G/1 queue with optional second service, Computational statistics, 28: 683–700, Download PDF, R code.zip, slides

Mohammadi, A. and M. R. Salehi-Rad (2012) Bayesian Inference and Prediction in an M/G/1 with Optional Second Service, Communications in Statistics - Simulation and Computation, 41: 419-435

R package

BDgraph: Graph Estimation Based on Birth-Death MCMC Approach

Working Papers

Mohammadi, A., F. Abegaz Yazew, E. van den and E. Wit (2015) Bayesian Modeling of Dupuytren Disease Using Gaussian Copula Graphical Models, arXiv:1501.04849, Download PDF, R package

Mohammadi, A. and E. Wit (2015) BDgraph: An R Package for Bayesian Structure Learning in Graphical Models, arXiv:1501.05108, Download PDF, R package