Nonparametric Statistics

Descipline Nonparametric Statistics
Faculty Faculty of Mechanics and Mathematics
Faculty URL http://www.mechmat.univ.kiev.ua/en
Language English
Degree Master
Credits 5
Semester 10
Description A short introduction into nonparametric statistical methods. Nonparametric regression, density estimation. Bias-variance tradeoff, cross-validation, nonparametric bootstrap. Applications to classification problems.
Teachers Rostyslav Maiboroda
Department of Probability, Statistics and Actuarial Mathematics,
Faculty of Mechanics and Mathematics,
Phone:
+380442590392,
e-mail: mre@univ.kiev.ua
Author: admin