EAN: 9783642235016

Bilder-Quelle: discount24.de - Sport-Freizeit

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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17.03.2025 um 16:45 Uhr

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