积分过程的方差不一定发散到无穷大,以及关于平稳过程部分和的相关结果

THE VARIANCE OF AN INTEGRATED PROCESS NEED NOT DIVERGE TO INFINITY, AND RELATED RESULTS ON PARTIAL SUMS OF STATIONARY PROCESSES

Econometric Theory · 2001
被引 37
人大 A-ABS 4

中文导读

给出了平稳一阶差分过程方差无界的充要条件,并举例说明积分过程的方差虽无界但不一定发散到无穷大,同时提供了方差发散到无穷大的充分条件。

Abstract

For a process with stationary first differences a necessary and sufficient condition for the variance of the process to be unbounded is given. An example shows that the variance of an integrated process—although unbounded—need not diverge to infinity. Sufficient conditions for the variance of an integrated process to diverge to infinity are provided.

积分过程方差平稳过程部分和方差有界性