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Article: A unified approach for estimating population size in capture-recapture studies with arbitrary removals
Title | A unified approach for estimating population size in capture-recapture studies with arbitrary removals |
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Authors | |
Keywords | Capture-Recapture Experiment Conditional Likelihood Covariates Horvitz-Thompson Estimator Population Size Estimation Removal |
Issue Date | 2001 |
Publisher | American Statistical Association. The Journal's web site is located at http://www.amstat.org/publications/jabes |
Citation | Journal Of Agricultural, Biological, And Environmental Statistics, 2001, v. 6 n. 2, p. 183-194 How to Cite? |
Abstract | A unified approach is suggested to estimate the population size for a closed population in discrete time. Individuals can be removed after capture at any time during the experiment. The usual recapture and removal experiments are shown to be particular cases of the general formulation. The capture probability is assumed to have a logistic function that depends on individual covariates and can be time dependent. The unified approach involves a two-step procedure. A conditional likelihood function is used to estimate the covariates' coefficients and a Horvitz-Thompson type estimator to estimate the population size. The asymptotic and small-sample properties of the resulting estimators are investigated. A real example is given. |
Persistent Identifier | http://hdl.handle.net/10722/171988 |
ISSN | 2023 Impact Factor: 1.4 2023 SCImago Journal Rankings: 0.526 |
ISI Accession Number ID | |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Yip, PSF | en_US |
dc.contributor.author | Wan, ECY | en_US |
dc.contributor.author | Chan, KS | en_US |
dc.date.accessioned | 2012-10-30T06:19:32Z | - |
dc.date.available | 2012-10-30T06:19:32Z | - |
dc.date.issued | 2001 | en_US |
dc.identifier.citation | Journal Of Agricultural, Biological, And Environmental Statistics, 2001, v. 6 n. 2, p. 183-194 | en_US |
dc.identifier.issn | 1085-7117 | en_US |
dc.identifier.uri | http://hdl.handle.net/10722/171988 | - |
dc.description.abstract | A unified approach is suggested to estimate the population size for a closed population in discrete time. Individuals can be removed after capture at any time during the experiment. The usual recapture and removal experiments are shown to be particular cases of the general formulation. The capture probability is assumed to have a logistic function that depends on individual covariates and can be time dependent. The unified approach involves a two-step procedure. A conditional likelihood function is used to estimate the covariates' coefficients and a Horvitz-Thompson type estimator to estimate the population size. The asymptotic and small-sample properties of the resulting estimators are investigated. A real example is given. | en_US |
dc.language | eng | en_US |
dc.publisher | American Statistical Association. The Journal's web site is located at http://www.amstat.org/publications/jabes | en_US |
dc.relation.ispartof | Journal of Agricultural, Biological, and Environmental Statistics | en_US |
dc.subject | Capture-Recapture Experiment | en_US |
dc.subject | Conditional Likelihood | en_US |
dc.subject | Covariates | en_US |
dc.subject | Horvitz-Thompson Estimator | en_US |
dc.subject | Population Size Estimation | en_US |
dc.subject | Removal | en_US |
dc.title | A unified approach for estimating population size in capture-recapture studies with arbitrary removals | en_US |
dc.type | Article | en_US |
dc.identifier.email | Yip, PSF: sfpyip@hku.hk | en_US |
dc.identifier.authority | Yip, PSF=rp00596 | en_US |
dc.description.nature | link_to_subscribed_fulltext | en_US |
dc.identifier.doi | 10.1198/108571101750524698 | en_US |
dc.identifier.scopus | eid_2-s2.0-0008589520 | en_US |
dc.identifier.hkuros | 60276 | - |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-0008589520&selection=ref&src=s&origin=recordpage | en_US |
dc.identifier.volume | 6 | en_US |
dc.identifier.issue | 2 | en_US |
dc.identifier.spage | 183 | en_US |
dc.identifier.epage | 194 | en_US |
dc.identifier.isi | WOS:000172409100006 | - |
dc.publisher.place | United States | en_US |
dc.identifier.scopusauthorid | Yip, PSF=7102503720 | en_US |
dc.identifier.scopusauthorid | Wan, ECY=7004344414 | en_US |
dc.identifier.scopusauthorid | Chan, KS=7406033758 | en_US |
dc.identifier.issnl | 1085-7117 | - |