一阶二元马尔可夫链混合的识别

The Identification of a Mixture of First‐Order Binary Markov Chains*

Oxford Bulletin of Economics and Statistics · 2012
被引 3
人大 AABS 3

中文导读

证明了面板波数大于等于2倍成分数时,可全局识别所有参数异质的动态二元选择模型,该模型等价于S个一阶二元马尔可夫链的混合。

Abstract

Abstract Let S be the number of components in a finite discrete mixing distribution. We prove that the number of waves of panel being greater than or equal to 2 S is a sufficient condition for global identification of a dynamic binary choice model in which all the parameters are heterogeneous. This model results in a mixture of S binary first‐order Markov Chains.

动态二元选择模型混合马尔可夫链面板数据全局识别