非平稳和非可逆时间序列模型渐近推断的弗雷德霍姆方法

The Fredholm Approach to Asymptotic Inference on Nonstationary and Noninvertible Time Series Models

Econometric Theory · 1990
被引 28
人大 A-ABS 4

中文导读

提出一种称为弗雷德霍姆方法的统一框架,用于研究非平稳或非可逆时间序列模型中估计量和检验统计量的渐近行为,通过弗雷德霍姆行列式和预解式显式推导极限特征函数。

Abstract

A unified approach which I call the Fredholm approach is suggested for the study of asymptotic behavior of estimators and" test statistics arising from nonstationary and/or noninvertible time series models. Some limit theorems are given concerning the distribution of (the ratio of) quadratic (plus linear) forms in random variables generated by a linear process that is not necessarily stationary. Especially, the limiting characteristic function is derived explicitly via the Fredholm determinant and resolvent of a given kernel. Some examples are also shown to illustrate our methodology.

Fredholm方法非平稳时间序列非可逆时间序列渐近推断