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Estimating multiplicative and additive hazard functions by kernel methods

Linton, Oliver, Perch Nielsen, Jens and van de Geer, Sara (2001) Estimating multiplicative and additive hazard functions by kernel methods. Econometrics; EM/2001/411, EM/01/411. Suntory and Toyota International Centres for Economics and Related Disciplines, London School of Economics and Political Science,, London, UK.

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Abstract

We propose new procedures for estimating the univariate quantities of interest in both additive and multiplicative nonparametric marker dependent hazard models. We work with a full counting process framework that allows for left truncation and right censoring. Our procedures are based on kernels and on the idea of marginal integration. We provide a central limit theorem for our estimator.

Item Type: Monograph (Discussion Paper)
Official URL: http://sticerd.lse.ac.uk
Additional Information: © 2001 the authors
Library of Congress subject classification: H Social Sciences > HB Economic Theory
Journal of Economic Literature Classification System: C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods: General > C14 - Semiparametric and Nonparametric Methods
Sets: Research centres and groups > Financial Markets Group (FMG)
Collections > Economists Online
Departments > Economics
Research centres and groups > Suntory and Toyota International Centres for Economics and Related Disciplines (STICERD)
Collections > LSE Financial Markets Group (FMG) Working Papers
Rights: http://www.lse.ac.uk/library/usingTheLibrary/academicSupport/OA/depositYourResearch.aspx
Identification Number: EM/01/411
Date Deposited: 27 Apr 2007
URL: http://eprints.lse.ac.uk/2168/

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