Statistical Theory and Inference

Name: Statistical Theory and Inference
Brand: Springer International Publishing AG
SKU: 9783319049717
Price: 2234 CZK
Availability: InStock

Autor: David Olive

Jazyk:

Vazba: Pevná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

Odesíláme za 10-13 dnů

2 234 Kč

This text is for a one semester graduate course in statistical theory and covers minimal and complet...

Informace o knize

Autor

David Olive

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2014

Stránek

434

EAN

9783319049717

ISBN

3319049712

Enbook ID

02432645

Vydavatel

Springer International Publishing AG

Hmotnost

800

Rozměry

166 x 241 x 29

Kompletní popis

This text is for a one semester graduate course in statistical theory and covers minimal and complete sufficient statistics, maximum likelihood estimators, method of moments, bias and mean square error, uniform minimum variance estimators and the Cramer-Rao lower bound, an introduction to large sample theory, likelihood ratio tests and uniformly most powerful tests and the Neyman Pearson Lemma. A major goal of this text is to make these topics much more accessible to students by using the theory of exponential families.§Exponential families, indicator functions and the support of the distribution are used throughout the text to simplify the theory. More than 50 ``brand name" distributions are used to illustrate the theory with many examples of exponential families, maximum likelihood estimators and uniformly minimum variance unbiased estimators. There are many homework problems with over 30 pages of solutions.§

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Statistical Theory and Inference

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Kompletní popis

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