Concise Guide to Statistics

Name: Concise Guide to Statistics
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642235016
Price: 1310 CZK
Availability: InStock

Autor: Hans Michael Kaltenbach

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele v malém množství

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1 310 Kč

The text gives a concise introduction into fundamental concepts in statistics. Chapter 1: Short expo...

Informace o knize

Autor

Hans Michael Kaltenbach

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

111

EAN

9783642235016

ISBN

3642235018

Enbook ID

01365738

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

206

Rozměry

160 x 234 x 8

Kompletní popis

The text gives a concise introduction into fundamental concepts in statistics. Chapter 1: Short exposition of probability theory, using generic examples. Chapter 2: Estimation in theory and practice, using biologically motivated examples. Maximum-likelihood estimation in covered, including Fisher information and power computations. Methods for calculating confidence intervals and robust alternatives to standard estimators are given. Chapter 3: Hypothesis testing with emphasis on concepts, particularly type-I , type-II errors, and interpreting test results. Several examples are provided. T-tests are used throughout, followed important other tests and robust/nonparametric alternatives. Multiple testing is discussed in more depth, and combination of independent tests is explained. Chapter 4: Linear regression, with computations solely based on R. Multiple group comparisons with ANOVA are covered together with linear contrasts, again using R for computations.

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Concise Guide to Statistics

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