资产收益的非对称随机波动模型估计

Estimation of an Asymmetric Stochastic Volatility Model for Asset Returns

Journal of Business & Economic Statistics · 1996
被引 451 · 同刊同年前 6%
人大 AABS 4

中文导读

提出一种拟极大似然方法,将随机波动模型转化为线性状态空间形式进行估计,并扩展至处理模型中的扰动相关性,应用于股票收益数据。

Abstract

A stochastic volatility model may be estimated by a quasi-maximum likelihood procedure by transforming to a linear state-space form. The method is extended to handle correlation between the two disturbances in the model and applied to data on stock returns

非对称随机波动模型资产收益率拟极大似然估计状态空间模型