实证分析中时间聚合的若干后果

Some Consequences of Temporal Aggregation in Empirical Analysis

Journal of Business & Economic Statistics · 1999
被引 76
人大 AABS 4

中文导读

推导了当原始数据属于向量自回归移动平均类时,时间聚合后的数据生成机制,并研究了时间聚合对外生性、因果关系、协整和共同特征的影响,以加拿大利率数据为例说明。

Abstract

I derive the generating mechanism of a temporally aggregated process when the disaggregated one belongs to the vector autoregressive integrated moving average class. I then study the effects of temporal aggregation on a set of characteristics of usual interest such as exogeneity, causality, cointegration, and common features. An empirical example with Canadian interest rates illustrates the main issues.

时间聚合向量自回归移动平均外生性协整