Nested case-control analysis with general additive-multiplicative hazard models |
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Authors: | ZHENG Ming LIN Ren-xin SUN Yi YU Wen |
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Institution: | Department of Statistics,School of Management,Fudan University,Shanghai 200433,China |
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Abstract: | This paper discusses the nested case-control analysis under a class of general additive-multiplicative hazard models which includes the Cox model and the additive hazard model as special cases. A pseudo-score is constructed to estimate the regression parameters. The resulting estimator is shown to be consistent and asymptotically normally distributed. The limiting variance-covariance matrix can be consistently estimated by the nested case-control data. A simulation study is conducted to assess the finite sample performance of the proposed estimator and a real example is provided for illustration. |
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Keywords: | additive-multiplicative hazard nested case-control design pseudo-score survival analysis |
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