Non-parametric identification of the mixed proportional hazards model with interval-censored durations

被引:3
|
作者
Brinch, Christian N. [1 ,2 ]
机构
[1] Stat Norway, Res Dept, N-0033 Oslo, Norway
[2] Univ Oslo, Dept Econ, N-0371 Oslo, Norway
来源
ECONOMETRICS JOURNAL | 2011年 / 14卷 / 02期
关键词
Duration analysis; Interval-censoring; Non-parametric identification; COMPETING RISKS MODEL; TIME AGGREGATION; IDENTIFIABILITY; DEPENDENCE;
D O I
10.1111/j.1368-423X.2011.00347.x
中图分类号
F [经济];
学科分类号
02 ;
摘要
P>This note presents identification results for the mixed proportional hazards model when duration data are interval-censored. Earlier positive results on identification under interval-censoring require both parametric specification on how covariates enter the hazard functions and assumptions of unbounded support for covariates. New results provided here show how one can dispense with both of these assumptions. The mixed proportional hazards model is non-parametrically identified with interval-censored duration data, provided covariates have support on an open set and the hazard function is a non-constant continuous function of covariates.
引用
收藏
页码:343 / 350
页数:8
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