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| Titel: |
A decision theoretic approach to a distribution-free compound classification problem |
| Auteur: |
Haack, D. Govindarajulu, Z. |
| Verschenen in: |
Communications in statistics |
| Paginering: | Jaargang 15 (1986) nr. 10 pagina's 2877-2897 |
| Jaar: |
1986 |
| Inhoud: |
A compound decision problem with component decision problem being the classification of a random sample as having come from one of the finite number of univariate populations is investigated. The Bayesian approach is discussed. A distribution-free decision rule is presented which has asymptotic risk equal to zero. The asymptotic efficiencies of these rules are discussed. The results of a compter simulation are presented which compares the Bayes rule to the distribution-free rule under the assumption of normality. It is found that the distribution-free rule can be recommended in situations where certain key lo cation parameters are not known precisely and/or when certain distributional assumptions are not satisfied. |
| Uitgever: |
Taylor & Francis |
| Bronbestand: |
Elektronische Wetenschappelijke Tijdschriften |
Details van artikel 3 van 19 gevonden artikelen
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