A Review of the Use of Conditional Likelihood in Capture-Recapture Experiments

被引:18
|
作者
Huggins, Richard [1 ]
Hwang, Wen-Han [2 ]
机构
[1] Univ Melbourne, Dept Math & Stat, Melbourne, Vic 3010, Australia
[2] Natl Chung Hsing Univ, Inst Stat, Taichung 40724, Taiwan
关键词
Capture-recapture; generalized linear model; Horvitz-Thompson; ESTIMATING POPULATION-SIZE; LOG-LINEAR-MODELS; PROBABILITIES VARY; CLOSED POPULATION; MEASUREMENT-ERROR; CONTINUOUS-TIME; SEMIPARAMETRIC MODELS; INTERVAL ESTIMATION; MULTINOMIAL MODELS; NONPARAMETRIC MLE;
D O I
10.1111/j.1751-5823.2011.00157.x
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We present a modern perspective of the conditional likelihood approach to the analysis of capture-recapture experiments, which shows the conditional likelihood to be a member of generalized linear model (GLM). Hence, there is the potential to apply the full range of GLM methodologies. To put this method in context, we first review some approaches to capture-recapture experiments with heterogeneous capture probabilities in closed populations, covering parametric and non-parametric mixture models and the use of covariates. We then review in more detail the analysis of capture-recapture experiments when the capture probabilities depend on a covariate.
引用
收藏
页码:385 / 400
页数:16
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