Background
Shevlyakov, Georgy Leonidovich was born on August 20, 1949 in Leningrad, Union of the Soviet Socialist Republics. Son of Leonid Vasil'evich Shevlyakov and Maya Georgievna Filippova.
(The field of mathematical statistics called robustness st...)
The field of mathematical statistics called robustness statistics deals with the stability of statistical inference under variations of accepted distribution models. Although robustness statistics involves mathematically highly defined tools, robust methods exhibit a satisfactory behaviour in small samples, thus being quite useful in applications. This volume addresses various topics in the field of robust statistics and data analysis, such as: a probability-free approach in data analysis; minimax variance estimators of location, scale, regression, autoregression and correlation; L1-norm methods; adaptive, data reduction, bivariate boxplot, and multivariate outlier detection algorithms; applications in reliability, detection of signals, and analysis of the sudden cardiac death risk factors. The text contains results related to robustness and data analysis technologies, including both theoretical aspects and practical needs of data processing.
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mathematics professor researcher
Shevlyakov, Georgy Leonidovich was born on August 20, 1949 in Leningrad, Union of the Soviet Socialist Republics. Son of Leonid Vasil'evich Shevlyakov and Maya Georgievna Filippova.
Master of Science summa cum laude, Leningrad Polytechnic, 1973. Doctor of Philosophy, Leningrad Polytechnic, 1976. Doctor of Science, St. Petersburg Technology University, 1992.
Junior researcher Vavilov Research Institute, Leningrad, Russia, 1976—1979. Senior researcher Leningrad Polytechnic, 1979—1986, associate professor, 1986—1992. Professor St. Petersburg Polytechnic, since 1992.
Research professor Gwangju Institute of Science and Technology, Republic of Korea, since 2003.
(The field of mathematical statistics called robustness st...)
Member of Institute of Electrical and Electronics Engineers.
Married Elena Ivanovna Veselovskaya, August 4, 1982. 1 child Maya Georgievna Shevlayakova.