Yule–Walker Equations Using a Gini Covariance Matrix for the High-Dimensional Heavy-Tailed PVAR Model

Gini covariance plays a vital role in analyzing the relationship between random variables with heavy-tailed distributions. In this papaer, with the existence of a finite second moment, we establish the Gini–Yule–Walker equation to estimate the transition matrix of high-dimensional periodic vector au...

Полное описание

Библиографические подробности
Главные авторы: Jin Zou, Dong Han
Формат: Статья
Язык:English
Опубликовано: MDPI AG 2021-03-01
Серии:Mathematics
Предметы:
Online-ссылка:https://www.mdpi.com/2227-7390/9/6/614