Statement of responsibility: Christian Heumann, Michael Schomaker, Shalabh
ISBN: 3319461605, 9783319461601
Includes bibliographical references and index.
xiii, 456 pages : illustrations ; 25 cm.
Statistics.; Mathematical statistics.; R (Computer program language)
- Part I: Descriptive statistics
- Introduction and framework
- Frequency measures and graphical representation of data
- Measures of central tendency and distribution
- Association of two variables
- Part II: Probability calculus
- Elements of probability theory
- Random variables
- Probability distributions
- Part III: Inductive statistics
- Hypothesis testing
- Linear regression.