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A Concise Guide to Statistics (SpringerBriefs in Statistics)

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Management number 231920161 Release Date 2026/06/18 List Price $14.98 Model Number 231920161
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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. Read more

ASIN B007EL3Z7I
XRay Not Enabled
ISBN13 978-3642235023
Edition 2012th
Language English
File size 5.1 MB
Page Flip Enabled
Publisher Springer
Word Wise Not Enabled
Print length 130 pages
Accessibility Learn more
Screen Reader Supported
Publication date September 18, 2011
Enhanced typesetting Enabled

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