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Asymptotic analysis of statistical algorithms performance

Descipline Asymptotic analysis of statistical algorithms performance
Faculty Faculty of Mechanics and Mathematics
Faculty URL http://www.mechmat.univ.kiev.ua/en
Language English
Degree Doctorat (Ph.D.)
Credits 4
Semester 4
Description This lecture course is a short introduction to asymptotic statistics, in which we discuss how to analyze and compare accuracy of different statistical procedures for large amount of data. Parametric, nonparametric and semiparametric procedures of estimation, hypotheses testing, classification and prediction will be discussed from the asymptotic perspective.
Teachers Maiboroda Rostislav
Department of Probability Theory, Statistics and Actuarial Mathematics,
Faculty of Mechanics and Mathematics,
Phone:
+380442590392
e-mail:
mre@univ.kiev.ua
Author: admin