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ESTIMATING PANEL DATA DURATION MODELS WITH CENSORED DATA
| Content Provider | Scilit |
|---|---|
| Author | Lee, Sokbae |
| Copyright Year | 2008 |
| Description | This paper presents a method for estimating a class of panel data duration models, under which an unknown transformation of the duration variable is linearly related to the observed explanatory variables and the unobserved heterogeneity (or frailty) with completely known error distributions. This class of duration models includes a panel data proportional hazards model with fixed effects. The proposed estimator is shown to be $n^{1/2}$-consistent and asymptotically normal with dependent right censoring. The paper provides some discussions on extending the estimator to the cases of longer panels and multiple states. Some Monte Carlo studies are carried out to illustrate the finite-sample performance of the new estimator. |
| Related Links | http://discovery.ucl.ac.uk/16880/1/16880.pdf https://www.cambridge.org/core/services/aop-cambridge-core/content/view/AAFB495F3A738E0BA93B301645A9B73A/S0266466608080493a.pdf/div-class-title-estimating-panel-data-duration-models-with-censored-data-div.pdf |
| Ending Page | 1276 |
| Page Count | 23 |
| Starting Page | 1254 |
| ISSN | 02664666 |
| e-ISSN | 14694360 |
| DOI | 10.1017/s0266466608080493 |
| Journal | Econometric Theory |
| Issue Number | 5 |
| Volume Number | 24 |
| Language | English |
| Publisher | Cambridge University Press (CUP) |
| Publisher Date | 2008-10-01 |
| Access Restriction | Open |
| Subject Keyword | Econometric Theory Statistics and Probability Proportional Hazard Model Censored Data Panel Data Right Censoring Survival Analysis Fixed Effects |
| Content Type | Text |
| Resource Type | Article |
| Subject | Social Sciences Economics and Econometrics |