Some Basic Theory for Statistical Inference

Monographs on Applied Probability and Statistics

Gebonden Engels 2017 9781315897677
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Samenvatting

In this book the author presents with elegance and precision some of the basic mathematical theory required for statistical inference at a level which will make it readable by most students of statistics.

Specificaties

ISBN13:9781315897677
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:118
Uitgever:Taylor & Francis Ltd

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Inhoudsopgave

1. Basic principles of the theory of inference, the likelihood principle, sufficient statistics 2. Distance between probability measures 3. Sensitively of a family of probability measures with respect to a parameter 4. Sensitivity rating, conditional sensitivity, the discrimination rate statistic 5. Efficacy, sensitivity, the cramer-rao inequality 6. Many parameters, the sensitivity matrix 7. Asymptotic power of a test, asymptotic relative efficiency 8. Maximum likelihood estimation 9. The sample distribution function

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          Some Basic Theory for Statistical Inference