National Tsing Hua University Institutional Repository:Theory & Methods: Continuous-time capture-recapture models with time variation and behavioural response
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    National Tsing Hua University Institutional Repository > 理學院 > 統計學研究所 > 期刊論文 >  Theory & Methods: Continuous-time capture-recapture models with time variation and behavioural response


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    题名: Theory & Methods: Continuous-time capture-recapture models with time variation and behavioural response
    作者: Wen-Han Hwang;Anne Chao;Paul S.F. Yip
    教師: 趙蓮菊
    日期: 2002
    出版者: JOHN WILEY & SONS INC
    關聯: Australian & New Zealand Journal of Statistics,Volume 44,Issue 1,pages 41–54,March 2002
    关键词: non-parametric maximum likelihood estimator
    optimal estimating function
    摘要: This paper develops a likelihood-based inference procedure for continuous-time capture-recapture models. The first-capture and recapture intensities are assumed to be in constant proportion but may otherwise vary arbitrarily through time. The full likelihood is partitioned into two factors, one of which is analogous to the likelihood in a special type of multiplicative intensity model arising in failure time analysis. The remaining factor is free of the non-parametric nuisance parameter and is easily maximized. This factor provides an estimator of population size and an asymptotic variance under a counting process framework. The resulting estimation procedure is shown to be equivalent to that derived from a martingale-based estimating function approach. Simulation results are presented to examine the performance of the proposed estimators.
    URI: http://as.wiley.com/WileyCDA/Section/index.html
    http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/54096
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