Estimation of Probabilities for Open Population Capture-Recapture Using Generalized Estimating Equations

This study was designed to estimate the capture probabilities for open population capture-recapture experiment using Generalized Estimating Equation (GEE) approach accounting for heterogeneity, behavioural effects and environmental effects. An open population capture-recapture data was simulated using three different trapping occasions(m=4,5,6) with population sizes (N=500,1000).The results show that, has the best performance in estimating the capture probability because of the smallest value of RMSE as compare to, across the different simulations. The study concludes that; environmental covariates plays important role when estimating the capture probabilities of open population capture-recapture experiments.

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Publication Details

Journal
International Journal of Development Mathematics (IJDM)
Published
2025-09-28
DOI
https://doi.org/10.62054/ijdm/0203.16
Primary Topic
Census and Population Estimation
Type
article
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article

Estimation of Probabilities for Open Population Capture-Recapture Using Generalized Estimating Equations

I. J. Dike, Danjuma Jibasen, Pascalis Matthew Kadaro
International Journal of Development Mathematics (IJDM)
Census and Population Estimation
article

Estimation of Probabilities for Open Population Capture-Recapture Using Generalized Estimating Equations

I. J. Dike, Danjuma Jibasen, Pascalis Matthew Kadaro
article en

Abstract

This study was designed to estimate the capture probabilities for open population capture-recapture experiment using Generalized Estimating Equation (GEE) approach accounting for heterogeneity, behavioural effects and environmental effects. An open population capture-recapture data was simulated using three different trapping occasions(m=4,5,6) with population sizes (N=500,1000).The results show that, has the best performance in estimating the capture probability because of the smallest value of RMSE as compare to, across the different simulations. The study concludes that; environmental covariates plays important role when estimating the capture probabilities of open population capture-recapture experiments.

International Journal of Development Mathematics (IJDM)Vol. 2(3)
Taraba State University (NG), Modibbo Adama University of Technology (NG)
Openalex Percentile: Top 75%
Census and Population Estimation
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Estimation of Probabilities for Open Population Capture-Recapture Using Generalized Estimating Equations — I. J. Dike, Danjuma Jibasen, et al. · International Journal of Development Mathematics (IJDM) (2025) | TGRS Research Map | TGRS