Aliaksandr Hubin

Doctoral Research Fellow - Statistics and biostatistics
Image of Aliaksandr Hubin
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Mobile phone 45171361 +4745171361
Room 824
Available hours 09:00 - 17:00
Username
Visiting address Moltke Moes vei 35 Niels Henrik Abels hus 0851 OSLO
Postal address Postboks 1053 Blindern 0316 OSLO

Date and Place of Birth

04.05.1990, Minsk, Republic of Belarus

Academic interests

Statistics, Biostatistics, Operations Research, Financial Statistics, Computer Science.

courses Taught

STK2130 - Modeling by Stochastic Processes (plenary sessions and exercises)

STK3100 - Introduction to generalized linear models (exercises)

Academic Background

Specialist's degree:

2008-2013 Belarusian State University

Faculty of Applied Mathematics and Computer Science

Specialty: Economic Cybernetics (mathematical methods and computer based modeling in economy)

Research Thesis: "Methods and tools of investment management in conditions of international diversifications"

Master of Science degree:

2012-2014 Molde University College - Specialized University in Logistics

Faculty of Economics, Informatics and Social Research

Specialty: Industrial Logistics (Operations Research & Operational Management)

Research Thesis: "Evaluation of Supply Vessel schedules robust ness with a posteriori improvements"

Awards

Project

Positions held

Business Analyst at compatibl, 2011-2012
Tags: Statistics, Statistics and biostatistics

Publications

1. A. Hubin, Evaluating effectiveness of Black-Litterman model in conditions of heterogeneous expectations of investors .

Student and Postgraduate 70th scientific conference at Belarusian State University, May 16-18. 2013, Minsk. - Mn.: BSU, 2013 Part 1 P 171-174

2. A. Hubin, Development of multi-functional software for optimal portfolio investment.

Problems of Forecasting and State Regulation of Social and Economic Development: Proceedings of the XIII International Scientific Conference, 25-26 October. 2012, Minsk. - Mn., INAH 2012 Volume 2. - P. 217-219

3. A. Hubin, Development of multi-functional software for optimal portfolio investment .

Student and Postgraduate 69th scientific conference at Belarusian State University, May 14-17. 2012, Minsk. - Mn., BSU, 2012 Part 1. - P. 173-176.

4.  A. Hubin and G. Storvik. Efficient mode jumping MCMC for Bayesian variable selection in GLMM.

ArXiv ArXiv: 1604.06398v1, 2016.

5. A. Hubin and G. Storvik. On mode jumping in MCMC for Bayesian variable selection within GLMM.

Computer Data Analysis and Modeling: Complex Stochastic Data and Systems. Proceedings of the 11th International Conference, Volume 1, ISBN 978-985-553-366-6. Belarusian State University, Minsk, 2016.

6.  A. Hubin and G. Storvik. Estimating the marginal likelihood with Integrated nested Laplace approximations (INLA).

ArXiv  ArXiv: 1611.01450v1 , 2016.

7. 
A. Hubin, G. Storvik and F. Frommlet. A novel algorithmic approach two Bayesian Logic Regression.

ArXiv  ArXiv: 1705.07616, 2017.
  • Hubin, Aliaksandr & Storvik, Geir Olve (2016). Efficient mode jumping MCMC for Bayesian variable selection in GLM with random effects models.
  • Hubin, Aliaksandr & Storvik, Geir Olve (2016). On Mode Jumping in MCMC for Bayesian Variable Selection within GLMM.
  • Hubin, Aliaksandr & Storvik, Geir Olve (2016). VARIABLE SELECTION IN BINOMIAL REGRESSION WITH LATENT GAUSSIAN FIELD MODELS FOR ANALYSIS OF EPIGENETIC DATA.
  • Hubin, Aliaksandr & Storvik, Geir Olve (2016). Variable selection in logistic regression with a latent Gaussian field models with an application in epigenomics.
  • Hubin, Aliaksandr (2015). Statistics for Epigenetics.
  • Hubin, Aliaksandr & Storvik, Geir Olve (2015). On model selection in Hidden Markov Models with covariates.
  • Hubin, Aliaksandr & Storvik, Geir Olve (2015). Variable selection in binomial regression with a latent Gaussian field models for analysis of epigenetic data.
  • Hubin, Aliaksandr & Storvik, Geir Olve (2015). Variable selection in binomial regression with a latent Gaussian field models for analysis of epigenetic data.
  • Hubin, Aliaksandr; Norlund, Ellen Karoline & Gribkovskaia, Irina (2014). Evaluating robustness of speed optimized supply vessel schedules. Show summary

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Published Aug. 7, 2014 10:13 AM - Last modified Nov. 17, 2017 4:52 PM