Research Laboratory of Statistical Analysis and Modeling

Research fields

  • conduct fundamental and applied research in the field of statistical analysis of data;
  • software development in the field of robust multivariate statistical analysis and forecasting;
  • development of statistical methods, algorithms and software for estimating reliability indexes of vehicles;
  • development of methods, algorithms for statistical pattern recognition and software for diseases diagnosis;
  • development of methods, algorithms and software for econometric modeling and forecasting.

Major developments

  • Software package for estimating and prediction for reliability and efficiency of vehicles "Minsk Automobile Plant" is developed and implemented.
  • Software package for diagnosis of malignant tumors in the main locations using robust statistical decision rules is developed and implemented for Oncology Center of Ministry of Health of the Republic of Belarus.
  • Software package for diagnosis of metastatic involvement in regional lymph nodes among patients with melanoma is developed and implemented for Oncology Center of Ministry of Health of the Republic of Belarus.
  • Econometric modeling system of interconnections between the instruments of the National Bank and the intermediate and final indicators of the monetary management for the development of scenarios of monetary regulation is developed and implemented for the National Bank of the Republic of of Belarus.
  • Received 4 patents for inventions in field of the diagnosis of malignant tumors with the use of statistical methods for classification (with the Alexandrov Centre of Oncology and Medical Radiology).

Staff

Michael Abramovich, Head of the Research Laboratory
Elena N. Melnikova, Senior research associate
M.N. Mitskevich, Research associate
Alexander Kapusta, Junior research associate
Helena Aheyeva, Junior research associate