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Estimating Population Size in a Continuous-time Removal Experiment with a Known Sub-population Size Ratio.

Authors :
Liqun Xi
Yip, Paul S. F.
Watson, Ray
Source :
Environmental & Ecological Statistics; Mar2006, Vol. 13 Issue 1, p109-124, 16p, 7 Charts, 3 Graphs
Publication Year :
2006

Abstract

We study a continuous-time removal model for estimating the population size for a population in which a sub-population size ratio is known. The maximum likelihood estimate and the optimal martingale estimate of the population size are obtained; these are shown to be equivalent. A comparison between the proposed estimator and the maximum likelihood estimate which ignores the information on the known size ratio is made, using a simulation study. The asymptotic variances of these two estimators are also obtained, and a comparison between them is made. The sensitivity of mis-specification of the known size ratio is examined. We also apply the corresponding discrete-time model to the proposed continuous-time setting, and study the efficiency of the corresponding discrete-time type estimator relative to the proposed estimator. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13528505
Volume :
13
Issue :
1
Database :
Complementary Index
Journal :
Environmental & Ecological Statistics
Publication Type :
Academic Journal
Accession number :
19785582
Full Text :
https://doi.org/10.1007/s10651-005-5694-y