1. Bayesian Optimization of the Estimation of the Age Composition of a Fish Population.
- Author
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Smith, Philip J. and Sedransk, J.
- Subjects
- *
FISH populations , *BAYESIAN analysis , *AGE distribution , *DISTRIBUTION (Probability theory) , *MATHEMATICAL optimization , *SAMPLE size (Statistics) , *ESTIMATION theory , *STATISTICAL sampling - Abstract
To estimate the age distribution of a fish population, a two-phase stratified sample design is proposed. Bayesian methods are employed to determine (a) optimal estimators of the desired population proportions; and (b) the optimal choice of second-phase sample sizes subject to a fixed budget. A summary of the results of some numerical examples is presented. These examples demonstrate typical expected gains obtained by using the Bayesian optima as compared to alternative choices of second-phase sample sizes suggested in the substantive literature. [ABSTRACT FROM AUTHOR]
- Published
- 1982
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