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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ftunivnantes:oai:HAL:hal-03498951v1 2023-05-15T18:20:09+02:00 Semiparametric Regression in Capture-Recapture Modeling Gimenez, O Crainiceanu, C Barbraud, C Jenouvrier, S Morgan, B Centre d’Ecologie Fonctionnelle et Evolutive (CEFE) Université Paul-Valéry - Montpellier 3 (UPVM)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD France-Sud )-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro) Johns Hopkins University (JHU) Centre d'Études Biologiques de Chizé (CEBC) Centre National de la Recherche Scientifique (CNRS) 2006-02-01 https://hal.science/hal-03498951 https://hal.science/hal-03498951/document https://hal.science/hal-03498951/file/041220.pdf 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-03498951 https://hal.science/hal-03498951 https://hal.science/hal-03498951/document https://hal.science/hal-03498951/file/041220.pdf doi:10.1111/j.1541-0420.2005.00514.x PUBMED: 16984309 info:eu-repo/semantics/OpenAccess ISSN: 0006-341X EISSN: 1541-0420 Biometrics https://hal.science/hal-03498951 Biometrics, 2006, 62 (3), pp.691 - 698. ⟨10.1111/j.1541-0420.2005.00514.x⟩ environmental covariates penalized splines Auxiliary variables Bayesian inference Demographic rates WinBUGS [MATH]Mathematics [math] [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2006 ftunivnantes https://doi.org/10.1111/j.1541-0420.2005.00514.x 2023-03-01T02:00:38Z 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 Université de Nantes: HAL-UNIV-NANTES 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 |
collection |
Université de Nantes: HAL-UNIV-NANTES |
op_collection_id |
ftunivnantes |
language |
English |
topic |
environmental covariates penalized splines Auxiliary variables Bayesian inference Demographic rates WinBUGS [MATH]Mathematics [math] [SDE]Environmental Sciences |
spellingShingle |
environmental covariates penalized splines Auxiliary variables Bayesian inference Demographic rates WinBUGS [MATH]Mathematics [math] [SDE]Environmental Sciences Gimenez, O Crainiceanu, C Barbraud, C Jenouvrier, S Morgan, B Semiparametric Regression in Capture-Recapture Modeling |
topic_facet |
environmental covariates penalized splines Auxiliary variables Bayesian inference Demographic rates WinBUGS [MATH]Mathematics [math] [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) Université Paul-Valéry - Montpellier 3 (UPVM)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD France-Sud )-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro) Johns Hopkins University (JHU) Centre d'Études Biologiques de Chizé (CEBC) Centre National de la Recherche Scientifique (CNRS) |
format |
Article in Journal/Newspaper |
author |
Gimenez, O Crainiceanu, C Barbraud, C Jenouvrier, S Morgan, B |
author_facet |
Gimenez, O Crainiceanu, C Barbraud, C Jenouvrier, S Morgan, B |
author_sort |
Gimenez, O |
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.science/hal-03498951 https://hal.science/hal-03498951/document https://hal.science/hal-03498951/file/041220.pdf 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.science/hal-03498951 Biometrics, 2006, 62 (3), pp.691 - 698. ⟨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-03498951 https://hal.science/hal-03498951 https://hal.science/hal-03498951/document https://hal.science/hal-03498951/file/041220.pdf doi:10.1111/j.1541-0420.2005.00514.x PUBMED: 16984309 |
op_rights |
info:eu-repo/semantics/OpenAccess |
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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