Semiparametric regression in capture-recapture modeling.
International audience Capture-recapture models were developed to estimate survival using data arising from marking and monitoring wild animals over time. Variation in survival may be explained by incorporating relevant covariates. We propose nonparametric and semiparametric regression methods for e...
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ftecolephe:oai:HAL:hal-00530537v1 2023-05-15T18:20:09+02:00 Semiparametric regression in capture-recapture modeling. Gimenez, Olivier Crainiceanu, C. Barbraud, C. Jenouvrier, S. Morgan, B. J. T. Centre d’Ecologie Fonctionnelle et Evolutive (CEFE) Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut National de la Recherche Agronomique (INRA)-Université Paul-Valéry - Montpellier 3 (UPVM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro)-Institut de Recherche pour le Développement (IRD France-Sud ) St Andrews Observatory University of St Andrews Scotland Department of Biostatistics Baltimore Johns Hopkins University (JHU) Laboratoire de Biométrie et Biologie Evolutive - UMR 5558 (LBBE) Université Claude Bernard Lyon 1 (UCBL) Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS) 2006-09 https://hal.archives-ouvertes.fr/hal-00530537 https://doi.org/10.1111/j.1541-0420.2005.00514.x en eng HAL CCSD Wiley info:eu-repo/semantics/altIdentifier/doi/10.1111/j.1541-0420.2005.00514.x info:eu-repo/semantics/altIdentifier/pmid/16984309 hal-00530537 https://hal.archives-ouvertes.fr/hal-00530537 doi:10.1111/j.1541-0420.2005.00514.x PUBMED: 16984309 ISSN: 0006-341X EISSN: 1541-0420 Biometrics https://hal.archives-ouvertes.fr/hal-00530537 Biometrics, Wiley, 2006, 62 (3), pp.691-8. ⟨10.1111/j.1541-0420.2005.00514.x⟩ [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2006 ftecolephe https://doi.org/10.1111/j.1541-0420.2005.00514.x 2022-02-16T21:48:36Z International audience Capture-recapture models were developed to estimate survival using data arising from marking and monitoring wild animals over time. Variation in survival may be explained by incorporating relevant covariates. We propose nonparametric and semiparametric regression methods for estimating survival in capture-recapture models. A fully Bayesian approach using Markov chain Monte Carlo simulations was employed to estimate the model parameters. The work is illustrated by a study of Snow petrels, in which survival probabilities are expressed as nonlinear functions of a climate covariate, using data from a 40-year study on marked individuals, nesting at Petrels Island, Terre Adélie. Article in Journal/Newspaper Snow Petrels EPHE (Ecole pratique des hautes études, Paris): HAL Terre Adélie ENVELOPE(139.000,139.000,-67.000,-67.000) Terre-Adélie ENVELOPE(138.991,138.991,-59.999,-59.999) Biometrics 62 3 691 698 |
institution |
Open Polar |
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EPHE (Ecole pratique des hautes études, Paris): HAL |
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ftecolephe |
language |
English |
topic |
[SDE]Environmental Sciences |
spellingShingle |
[SDE]Environmental Sciences Gimenez, Olivier Crainiceanu, C. Barbraud, C. Jenouvrier, S. Morgan, B. J. T. Semiparametric regression in capture-recapture modeling. |
topic_facet |
[SDE]Environmental Sciences |
description |
International audience Capture-recapture models were developed to estimate survival using data arising from marking and monitoring wild animals over time. Variation in survival may be explained by incorporating relevant covariates. We propose nonparametric and semiparametric regression methods for estimating survival in capture-recapture models. A fully Bayesian approach using Markov chain Monte Carlo simulations was employed to estimate the model parameters. The work is illustrated by a study of Snow petrels, in which survival probabilities are expressed as nonlinear functions of a climate covariate, using data from a 40-year study on marked individuals, nesting at Petrels Island, Terre Adélie. |
author2 |
Centre d’Ecologie Fonctionnelle et Evolutive (CEFE) Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut National de la Recherche Agronomique (INRA)-Université Paul-Valéry - Montpellier 3 (UPVM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro)-Institut de Recherche pour le Développement (IRD France-Sud ) St Andrews Observatory University of St Andrews Scotland Department of Biostatistics Baltimore Johns Hopkins University (JHU) Laboratoire de Biométrie et Biologie Evolutive - UMR 5558 (LBBE) Université Claude Bernard Lyon 1 (UCBL) Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS) |
format |
Article in Journal/Newspaper |
author |
Gimenez, Olivier Crainiceanu, C. Barbraud, C. Jenouvrier, S. Morgan, B. J. T. |
author_facet |
Gimenez, Olivier Crainiceanu, C. Barbraud, C. Jenouvrier, S. Morgan, B. J. T. |
author_sort |
Gimenez, Olivier |
title |
Semiparametric regression in capture-recapture modeling. |
title_short |
Semiparametric regression in capture-recapture modeling. |
title_full |
Semiparametric regression in capture-recapture modeling. |
title_fullStr |
Semiparametric regression in capture-recapture modeling. |
title_full_unstemmed |
Semiparametric regression in capture-recapture modeling. |
title_sort |
semiparametric regression in capture-recapture modeling. |
publisher |
HAL CCSD |
publishDate |
2006 |
url |
https://hal.archives-ouvertes.fr/hal-00530537 https://doi.org/10.1111/j.1541-0420.2005.00514.x |
long_lat |
ENVELOPE(139.000,139.000,-67.000,-67.000) ENVELOPE(138.991,138.991,-59.999,-59.999) |
geographic |
Terre Adélie Terre-Adélie |
geographic_facet |
Terre Adélie Terre-Adélie |
genre |
Snow Petrels |
genre_facet |
Snow Petrels |
op_source |
ISSN: 0006-341X EISSN: 1541-0420 Biometrics https://hal.archives-ouvertes.fr/hal-00530537 Biometrics, Wiley, 2006, 62 (3), pp.691-8. ⟨10.1111/j.1541-0420.2005.00514.x⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.1111/j.1541-0420.2005.00514.x info:eu-repo/semantics/altIdentifier/pmid/16984309 hal-00530537 https://hal.archives-ouvertes.fr/hal-00530537 doi:10.1111/j.1541-0420.2005.00514.x PUBMED: 16984309 |
op_doi |
https://doi.org/10.1111/j.1541-0420.2005.00514.x |
container_title |
Biometrics |
container_volume |
62 |
container_issue |
3 |
container_start_page |
691 |
op_container_end_page |
698 |
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1766197631103533056 |