A Concise Guide to Statistics is popular PDF and ePub book, written by Hans-Michael Kaltenbach in 2011-09-18, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, A Concise Guide to Statistics can be Read Online from any device for your convenience.
A Concise Guide to Statistics Book PDF Summary
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.
Detail Book of A Concise Guide to Statistics PDF
- Author : Hans-Michael Kaltenbach
- Release : 18 September 2011
- Publisher : Springer Science & Business Media
- ISBN : 9783642235023
- Genre : Mathematics
- Total Page : 118 pages
- Language : English
- PDF File Size : 15,8 Mb
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