Capture–Recapture Methods and Models: Estimating Population Size

作者: Ruth King , Rachel McCrea

DOI: 10.1016/BS.HOST.2018.09.006

关键词:

摘要: Abstract This book chapter describes ecological capture–recapture studies and associated models often fitted to data obtain estimates of total population size. Such can be important for numerous reasons, including, example, conservation management purposes. We focus on different forms heterogeneity that may affect the propensity individuals observed within study period. Failing account such lead significant bias in estimates. types corresponding recorded (discrete-valued) covariates/characteristics are period; addition unobserved form mixture distributions. The motivated discussed, including specification likelihood functions, before being applied a real dataset. Finally we conclude with discussion modern challenges which arising due technological advances.

参考文章(63)
Anita Jeyam, Rachel S. McCrea, Thomas Bregnballe, Morten Frederiksen, Roger Pradel, A Test of Positive Association for Detecting Heterogeneity in Capture for Capture-Recapture Data. Journal of Agricultural Biological and Environmental Statistics. ,vol. 23, pp. 1- 19 ,(2018) , 10.1007/S13253-017-0315-4
Laura L. E. Cowen, Panagiotis Besbeas, Byron J. T. Morgan, Carl J. Schwarz, Hidden Markov models for extended batch data Biometrics. ,vol. 73, pp. 1321- 1331 ,(2017) , 10.1111/BIOM.12701
Sheila M. Bird, Ruth King, Multiple Systems Estimation (or Capture-Recapture Estimation) to Inform Public Policy Annual Review of Statistics and Its Application. ,vol. 5, pp. 95- 118 ,(2018) , 10.1146/ANNUREV-STATISTICS-031017-100641
Ming Zhou, Rachel S. McCrea, Eleni Matechou, Diana J. Cole, Richard A. Griffiths, Removal models accounting for temporary emigration. Biometrics. ,vol. 75, pp. 24- 35 ,(2019) , 10.1111/BIOM.12961
Frederick Charles Lincoln, Calculating waterfowl abundance on the basis of banding returns U.S. Dept. of Agriculture. ,(1930)
Ruth King, Brett T. McClintock, Darren Kidney, David Borchers, Capture-recapture abundance estimation using a semi-complete data likelihood approach The Annals of Applied Statistics. ,vol. 10, pp. 264- 285 ,(2016) , 10.1214/15-AOAS890
Sophie Smout, Ruth King, Patrick Pomeroy, Estimating demographic parameters for capture–recapture data in the presence of multiple mark types Environmental and Ecological Statistics. ,vol. 18, pp. 331- 347 ,(2011) , 10.1007/S10651-010-0135-Y
Richard Huggins, Yan Wang, Joanne Kearns, Analysis of an Extended Batch Marking Experiment Using Estimating Equations Journal of Agricultural Biological and Environmental Statistics. ,vol. 15, pp. 279- 289 ,(2010) , 10.1007/S13253-010-0018-6
D. J. Thompson, D. G. Horvitz, A generalization of sampling without replacement from a finite universe. Journal of the American Statistical Association. ,vol. 47, pp. 663- 685 ,(1952) , 10.2307/2280784