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The Singularity of the Information Matrix of the Mixed Proportional Hazard Model

Geert Ridder, Tiemen M. Woutersen

Econometrica · 2003 · Volume 71 · Issue 5

DOI: 10.1111/1468-0262.00460

Abstract

This paper presents new identification conditions for the mixed proportional hazard model. In particular, the baseline hazard is assumed to be bounded away from 0 and ∞ neart= 0. These conditions ensure that the information matrix is nonsingular. The paper also presents an estimator for the mixed proportional hazard model that converges at rateN−1/2.

Keywords

Duration, semi-parametric efficiency bound, mixed proportional hazard model, duration dependence, heterogeneity, rootNconvergence

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