학술논문
Estimates for mixed cumulants of third and fourth orders.
Document Type
Journal
Author
Trush, N. N. (BE-BEL) AMS Author Profile; Markovskaya, N. V. (BE-BEL) AMS Author Profile
Source
Subject
62 Statistics -- 62H Multivariate analysis
62H12Estimation
62H12
Language
English
Russian
Russian
Abstract
A stationary real random process $x(t)$, $t\in\{0,\pm 1,\dots\}$ is considered. The estimators of its third- and fourth-order mixed cumulants are defined. The statistical properties of the estimator in case of the fourth order are studied. The expressions of the expectation, variance and, in case of different mixed cumulants, for covariance are presented. It is shown that the estimator is asymptotically unbiased and consistent in mean-square sense. The asymptotic normal distribution of the estimator is established.