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A Concise Guide to Statistics by Hans-Michael Kaltenbach (Paperback, 2011)

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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.

Product Identifiers

Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783642235016
eBay Product ID (ePID)
111519924

Product Key Features

Author
Hans-Michael Kaltenbach
Publication Name
A Concise Guide to Statistics
Format
Paperback
Language
English
Subject
Mathematics, Healthcare System
Publication Year
2011
Type
Textbook
Number of Pages
111 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Item Weight
209g

Additional Product Features

Title_Author
Hans-Michael Kaltenbach
Series Title
Springerbriefs in Statistics
Country/Region of Manufacture
Germany

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A Concise Guide to Statistics by Hans-Michael Kaltenbach (Paperback, 2011)

About this product

Product Information

Product Identifiers

Product Key Features

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Additional Product Features

Best Selling in Adult Learning & University

Permaculture: A Designer's Manual by Bill Mollison (Hardcover, 1988)

Australian Native Bee Book: Keeping Stingless Bee Hives for Pets, Pollination and Sugarbag Honey by Tim Heard (Paperback, 2015)

The Weed Forager's Handbook: A Guide to Edible and Medicinal Weeds in Australia by Adam Grubb, Annie Raser-Rowland (2012, Paperback)

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Empire of the Summer Moon: Quanah Parker and the Rise and Fall of the Comanches, the Most Powerful Indian Tribe in American History by S.C. Gwynne (Paperback, 2011)

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