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Open models for removal data

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Open models for removal data. / Matechou, Eleni; McCrea, Rachel; Morgan, Bryon J.T. et al.
In: Annals of Applied Statistics, Vol. 10, No. 3, 01.09.2016, p. 1572 - 1589.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Matechou, E, McCrea, R, Morgan, BJT, Nash, DJ & Griffiths, RA 2016, 'Open models for removal data', Annals of Applied Statistics, vol. 10, no. 3, pp. 1572 - 1589. https://doi.org/10.1214/16-aoas949

APA

Matechou, E., McCrea, R., Morgan, B. J. T., Nash, D. J., & Griffiths, R. A. (2016). Open models for removal data. Annals of Applied Statistics, 10(3), 1572 - 1589. https://doi.org/10.1214/16-aoas949

Vancouver

Matechou E, McCrea R, Morgan BJT, Nash DJ, Griffiths RA. Open models for removal data. Annals of Applied Statistics. 2016 Sept 1;10(3): 1572 - 1589. doi: 10.1214/16-aoas949

Author

Matechou, Eleni ; McCrea, Rachel ; Morgan, Bryon J.T. et al. / Open models for removal data. In: Annals of Applied Statistics. 2016 ; Vol. 10, No. 3. pp. 1572 - 1589.

Bibtex

@article{2c11002e9209478aabcc4ce5bf08f4c9,
title = "Open models for removal data",
abstract = "Individuals of protected species, such as amphibians and reptiles, often need to be removed from sites before development commences. Usually, the population is considered to be closed. All individuals are assumed to (i) be present and available for detection at the start of the study period and (ii) remain at the site until the end of the study, unless they are detected. However, the assumption of population closure is not always valid. We present new removal models which allow for population renewal through birth and/or immigration, and population depletion through sampling as well as through death/emigration. When appropriate, productivity may be estimated and a Bayesian approach allows the estimation of the probability of total population depletion. We demonstrate the performance of the models using data on common lizards, Zootoca vivipara, and great crested newts, Triturus cristatus.",
keywords = "Common lizard, depletion, great crested newts, RJMCMC, stopover model",
author = "Eleni Matechou and Rachel McCrea and Morgan, {Bryon J.T.} and Nash, {Darryn J.} and Griffiths, {Richard A.}",
year = "2016",
month = sep,
day = "1",
doi = "10.1214/16-aoas949",
language = "Undefined/Unknown",
volume = "10",
pages = " 1572 -- 1589",
journal = "Annals of Applied Statistics",
issn = "1932-6157",
publisher = "Institute of Mathematical Statistics",
number = "3",

}

RIS

TY - JOUR

T1 - Open models for removal data

AU - Matechou, Eleni

AU - McCrea, Rachel

AU - Morgan, Bryon J.T.

AU - Nash, Darryn J.

AU - Griffiths, Richard A.

PY - 2016/9/1

Y1 - 2016/9/1

N2 - Individuals of protected species, such as amphibians and reptiles, often need to be removed from sites before development commences. Usually, the population is considered to be closed. All individuals are assumed to (i) be present and available for detection at the start of the study period and (ii) remain at the site until the end of the study, unless they are detected. However, the assumption of population closure is not always valid. We present new removal models which allow for population renewal through birth and/or immigration, and population depletion through sampling as well as through death/emigration. When appropriate, productivity may be estimated and a Bayesian approach allows the estimation of the probability of total population depletion. We demonstrate the performance of the models using data on common lizards, Zootoca vivipara, and great crested newts, Triturus cristatus.

AB - Individuals of protected species, such as amphibians and reptiles, often need to be removed from sites before development commences. Usually, the population is considered to be closed. All individuals are assumed to (i) be present and available for detection at the start of the study period and (ii) remain at the site until the end of the study, unless they are detected. However, the assumption of population closure is not always valid. We present new removal models which allow for population renewal through birth and/or immigration, and population depletion through sampling as well as through death/emigration. When appropriate, productivity may be estimated and a Bayesian approach allows the estimation of the probability of total population depletion. We demonstrate the performance of the models using data on common lizards, Zootoca vivipara, and great crested newts, Triturus cristatus.

KW - Common lizard

KW - depletion

KW - great crested newts

KW - RJMCMC

KW - stopover model

U2 - 10.1214/16-aoas949

DO - 10.1214/16-aoas949

M3 - Journal article

VL - 10

SP - 1572

EP - 1589

JO - Annals of Applied Statistics

JF - Annals of Applied Statistics

SN - 1932-6157

IS - 3

ER -