The identification and economic content of ordered choice models with stochastic thresholds
The identification and economic content of ordered choice models with stochastic thresholds
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DOI：
10.1111/j.1468-2354.2007.00462.x
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发表时间：
2007-11-01
影响因子：
1.5
通讯作者：
Navarro, Salvador
中科院分区：
文献类型：
--
作者：
Cunha, Flavio;Heckman, James J.;Navarro, Salvador
本文通过引入随机阈值和区间特定结果，扩展了广泛使用的有序选择模型。该模型可以被解释为离散持续时间数据的GAFT(MPH)框架的推广，该框架联合建模与不同停车时间相关联的持续时间和结果。我们建立了非参数辨识的条件。我们将有序选择模型解释为一般离散选择模型的特例和动态离散选择模型的特例。
This article extends the widely used ordered choice model by introducing stochastic thresholds and interval-specific outcomes. The model can be interpreted as a generalization of the GAFT (MPH) framework for discrete duration data that jointly models durations and outcomes associated with different stopping times. We establish conditions for nonparametric identification. We interpret the ordered choice model as a special case of a general discrete choice model and as a special case of a dynamic discrete choice model.