Introductory Statistical Inference with the Likelihood Function

Name: Introductory Statistical Inference with the Likelihood Function
Brand: Springer International Publishing AG
SKU: 9783319374819
Price: 1120 CZK
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Autor: Charles A. Rohde

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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1 120 Kč

This textbook covers the fundamentals of statistical inference and statistical theory including Baye...

Informace o knize

Autor

Charles A. Rohde

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2016

Stránek

332

EAN

9783319374819

ISBN

3319374818

Enbook ID

13513292

Vydavatel

Springer International Publishing AG

Hmotnost

542

Rozměry

233 x 154 x 25

Kompletní popis

This textbook covers the fundamentals of statistical inference and statistical theory including Bayesian and frequentist approaches and methodology possible without excessive emphasis on the underlying mathematics. This book is about some of the basic principles of statistics that are necessary to understand and evaluate methods for analyzing complex data sets. The likelihood function is used for pure likelihood inference throughout the book. There is also coverage of severity and finite population sampling. The material was developed from an introductory statistical theory course taught by the author at the Johns Hopkins University's Department of Biostatistics. Students and instructors in public health programs will benefit from the likelihood modeling approach that is used throughout the text. This will also appeal to epidemiologists and psychometricians. After a brief introduction, there are chapters on estimation, hypothesis testing, and maximum likelihood modeling. The book concludes with sections on Bayesian computation and inference. An appendix contains unique coverage of the interpretation of probability, and coverage of probability and mathematical concepts.

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Introductory Statistical Inference with the Likelihood Function

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