Шевляков Георгий Леонидович

Шевляков Георгий Леонидович

Шевляков Георгий Леонидович

Ученая степень:
доктор технических наук
Ученое звание:
профессор
Занимаемые должности:
профессор - Кафедра "Прикладная математика"
  • Robust Statistics: robust estimation of location, scale, correlation, identification of outliers
  • Data Analysis: box-plot technologies, probability-free methods
  • Robust Signal Processing: robust spectrum estimation, robust detection
  • Applications: mechanical and electrical engineering, cardiology and ophthalmology
Selected Publications:
  • Georgy L. Shevlyakov and Nikita O. Vilchevski. Robustness in Data Analysis: criteria and methods. VSP, Utrecht, 2002
  • Georgy L.Shevlyakov and Nikita O. Vilchevski. Robustness in Data Analysis. De Gruyter, Boston, 2011
  • Georgy L. Shevlyakov and Hannu Oja. Robust Correlation: Theory and Applications. Wiley, New York, 2016 (in press)
  • Georgy Shevlyakov, Stephan Morgenthaler and Alexander Shurygin. Redescending M-estimators. Journal of Statistical Planning and Inference, 138, 2906--2917, 2008
  • Kiseon Kim and Georgy Shevlyakov. Why Gaussianity? IEEE Signal Processing Magazine, 25, 102--113, 2008
  • Georgy Shevlyakov, Pavel Smirnov, Vladimir Shin, and Kiseon Kim. Asymptotically minimax bias estimation of the correlation coefficient for bivariate independent component distributions. Journal of Multivariate Analysis, 111, 59–65, 2012