具有轻度爆炸性回归元的连续系统中的推断

Inference in continuous systems with mildly explosive regressors

Journal of Econometrics · 2017
被引 20
人大 AABS 4

中文导读

为包含爆炸性过程的共动系统开发了新的极限理论,连接连续和离散时间公式,使用双重渐近方法,并在美国房地产市场进行了实证应用。

Abstract

New limit theory is developed for co-moving systems with explosive processes, connecting continuous and discrete time formulations. The theory uses double asymptotics with infill (as the sampling interval tends to zero) and large time span asymptotics. The limit theory explicitly involves initial conditions, allows for drift in the system, is provided for single and multiple explosive regressors, and is feasible to implement in practice. Simulations show that double asymptotics deliver a good approximation to the finite sample distribution, with both finite sample and asymptotic distributions showing sensitivity to initial conditions. The methods are implemented in the US real estate market for an empirical application, illustrating the usefulness of double asymptotics in practical work.

连续系统轻度爆炸回归双渐近初始条件敏感性