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Multiplicative Bias Correction in Kernel Hazard Estimation
Authors:Jens Perch Nielson
Affiliation:PFA Pension
Abstract:A multiplicative bias reducing technique is introduced for kernel hazard estimation. Similar methods were introduced by Linton & Nielsen (1994) in non-parametric regression and Jones et al . (1995) in non-parametric density estimation. A simulation study indicates good performance of the method. An application is provided on the development of Danish mortality.
Keywords:bias reduction    counting process theory    kernel estimation    predictability
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