Semiparametric Regression in Capture-Recapture Modelling
Capture-recapture models were developed to estimate survival using data arising from marking and monitoring wild animals over time. Variation in the survival process may be explained by incorporating relevant covariates. We develop nonparametric and semiparametric regression models for estimating su...
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2004
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ftcobra:oai:biostats.bepress.com:jhubiostat-1066 2023-05-15T18:20:09+02:00 Semiparametric Regression in Capture-Recapture Modelling Gimenez, O. Barbraud, C. Crainiceanu, Ciprian M. Jenouvrier, S. Morgan, B.T. 2004-12-08T08:00:00Z application/pdf https://biostats.bepress.com/jhubiostat/paper66 https://biostats.bepress.com/cgi/viewcontent.cgi?article=1066&context=jhubiostat unknown Collection of Biostatistics Research Archive https://biostats.bepress.com/jhubiostat/paper66 https://biostats.bepress.com/cgi/viewcontent.cgi?article=1066&context=jhubiostat Johns Hopkins University, Dept. of Biostatistics Working Papers Auxiliary variables Bayesian inference Demographic rates Environmental covariates Penalized splines WinBUGS Numerical Analysis and Computation Statistical Methodology Statistical Models Statistical Theory text 2004 ftcobra 2022-02-01T14:04:29Z Capture-recapture models were developed to estimate survival using data arising from marking and monitoring wild animals over time. Variation in the survival process may be explained by incorporating relevant covariates. We develop nonparametric and semiparametric regression models for estimating survival in capture-recapture models. A fully Bayesian approach using MCMC 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 Adelie. Text Snow Petrels Collection of Biostatistics Research Archive (COBRA) |
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Open Polar |
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Collection of Biostatistics Research Archive (COBRA) |
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unknown |
topic |
Auxiliary variables Bayesian inference Demographic rates Environmental covariates Penalized splines WinBUGS Numerical Analysis and Computation Statistical Methodology Statistical Models Statistical Theory |
spellingShingle |
Auxiliary variables Bayesian inference Demographic rates Environmental covariates Penalized splines WinBUGS Numerical Analysis and Computation Statistical Methodology Statistical Models Statistical Theory Gimenez, O. Barbraud, C. Crainiceanu, Ciprian M. Jenouvrier, S. Morgan, B.T. Semiparametric Regression in Capture-Recapture Modelling |
topic_facet |
Auxiliary variables Bayesian inference Demographic rates Environmental covariates Penalized splines WinBUGS Numerical Analysis and Computation Statistical Methodology Statistical Models Statistical Theory |
description |
Capture-recapture models were developed to estimate survival using data arising from marking and monitoring wild animals over time. Variation in the survival process may be explained by incorporating relevant covariates. We develop nonparametric and semiparametric regression models for estimating survival in capture-recapture models. A fully Bayesian approach using MCMC 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 Adelie. |
format |
Text |
author |
Gimenez, O. Barbraud, C. Crainiceanu, Ciprian M. Jenouvrier, S. Morgan, B.T. |
author_facet |
Gimenez, O. Barbraud, C. Crainiceanu, Ciprian M. Jenouvrier, S. Morgan, B.T. |
author_sort |
Gimenez, O. |
title |
Semiparametric Regression in Capture-Recapture Modelling |
title_short |
Semiparametric Regression in Capture-Recapture Modelling |
title_full |
Semiparametric Regression in Capture-Recapture Modelling |
title_fullStr |
Semiparametric Regression in Capture-Recapture Modelling |
title_full_unstemmed |
Semiparametric Regression in Capture-Recapture Modelling |
title_sort |
semiparametric regression in capture-recapture modelling |
publisher |
Collection of Biostatistics Research Archive |
publishDate |
2004 |
url |
https://biostats.bepress.com/jhubiostat/paper66 https://biostats.bepress.com/cgi/viewcontent.cgi?article=1066&context=jhubiostat |
genre |
Snow Petrels |
genre_facet |
Snow Petrels |
op_source |
Johns Hopkins University, Dept. of Biostatistics Working Papers |
op_relation |
https://biostats.bepress.com/jhubiostat/paper66 https://biostats.bepress.com/cgi/viewcontent.cgi?article=1066&context=jhubiostat |
_version_ |
1766197632129040384 |