Approximately Unbiased Variance Estimation for the Jolly-Seber Mark-Recapture Model: Population Size

  • G. A. F. Seber
  • B. F. J. Manly
Part of the Lecture Notes in Statistics book series (LNS, volume 29)

Summary

Large sample variances for the Jolly-Seber estimates from a mark-recapture experiment are usually estimated by replacing unknown parameters by their estimates in the variance formulae obtained by the so-called delta method. These variance estimates are subject to large biases for small and moderate sized samples. To overcome this problem a new variance formula that is almost unbiased has been developed for population size estimates.

The new formula does not, unfortunately, overcome the problem of the correlation between estimate and estimated variance which leads to underestimates appearing to be more accurate than they are. Indeed removing the bias in the variance estimate tends to make this problem worse.

Keywords

Mark-Recapture Methods Jolly-Seber Model Population Size 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Copyright information

© Springer-Verlag Berlin Heidelberg 1985

Authors and Affiliations

  • G. A. F. Seber
    • 1
  • B. F. J. Manly
    • 2
  1. 1.Department of Mathematics and StatisticsAuckland UniversityAucklandNew Zealand
  2. 2.Biometrics UnitOtago UniversityDunedinNew Zealand

Personalised recommendations