Semiparametric models for capture-recapture studies with covariates

被引：12

作者：

Zwane, EN ^{[1
]}

van der Heijden, PGM ^{[1
]}

机构：

[1] Univ Utrecht, Dept Methodol & Stat, NL-3508 TC Utrecht, Netherlands

来源：

COMPUTATIONAL STATISTICS & DATA ANALYSIS | 2004年 / 47卷 / 04期

关键词：

capture-recapture; generalized additive model; multinomial logit model; nonparametric; population size estimation;

D O I：

10.1016/j.csda.2003.11.010

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

A flexible method for modelling capture-recapture data with continuous covariates that describe heterogeneous catchability is developed. The well established generalized additive modelling framework is used. An estimator of population size is developed using this method. The performance of the method is demonstrated using neural tube defect capture-recapture data from the Netherlands, with the birth weight of a child as a covariate. The parametric bootstrap is used for variance estimation. (C) 2003 Elsevier B.V. All rights reserved.

引用

页码：729 / 743

页数：15

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