ARCH(p)模型平方残差相关性的加权和大样本分布

LARGE SAMPLE DISTRIBUTION OF WEIGHTED SUMS OF ARCH(p) SQUARED RESIDUAL CORRELATIONS

Econometric Theory · 2001
被引 19
人大 A-ABS 4

中文导读

研究了ARCH(p)模型平方残差样本自相关的线性统计量的渐近理论,结果适用于大多数实际估计量,不依赖误差正态性假设,但要求四阶矩存在。

Abstract

We develop asymptotic theory for linear statistics of sample autocorrelations of squared residuals from an ARCH( p ) model. Our results are valid for most estimators used in practice and do not depend on the assumption of normality of the errors; the existence of the fourth moment is required. In several special cases, we identify the limit distributions as well-known functionals of a Brownian motion.

ARCH(p)模型平方残差自相关加权和渐近分布