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Omid Chatrabgoun

Omid Chatrabgoun

Academic rank: Associate Professor
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Education: PhD.
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Faculty: Mathematical Sciences and Statistics
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Education

  • PhD. in Statistics, Data Science , Shahid Chamran University of Ahvaz , Iran (2011 - 2015)
    Thesis title: Estimating Copula Densities through Multiwavelets
  • MSc. in Statistics , Shahid Chamran University of Ahvaz , Iran (2008 - 2010)
    Thesis title: First Passage Time for Reward Processes with Nonlinear Reward Function
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Courses

Research activities

Journal Papers
Covariate-adjusted construction of gene regulatory networks using a combination of generalized linear model and penalized maximum likelihood Omid Chatrabgoun, Alireza Danesh Khah, Parisa Torkaman, Mark Johnston, Nader Sohrabi Safa, Ali Kashif Bashir (2025)
Scattered data fitting of Hermite type by a weighted meshless method Mohsen Esmaeilbeigi, Omid Chatrabgoun (2018)
Conference Papers
Books

Research interests

  • The area of my research interest is in Statistical Methodology; Graphical modelling of high-dimensional data using Bayesian networks and Pair-copula Bayesian network models; and modeling highly complex systems using Gaussian process and Deep learning approaches. I have applied these methods to a wide range of applications including constructing Gene/protein regulatory network, environmental modelling, health, and finance.
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Executive activities

  • Vice-Dean of the Faculty of Mathematical Sciences and Statistics (1399 - 1400)
  • Head of statistics and informatics office (1398 - 1399)
  • Head of Statistics Department (1393 - 1398)
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Scientific Societies Membership

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