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Introduction to statistics and data analysis: with exercises, solutions and applications in R

Introduction to statistics and data analysis: with exercises, solutions and applications in R

Heumann, Christian, 1962-; Shalabh; Schomaker, Michael

Hardback, Book. English.
Published Cham, Switzerland: Springer, 2016
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Details

Statement of responsibility: Christian Heumann, Michael Schomaker, Shalabh
ISBN: 3319461605, 9783319461601
Note: Includes bibliographical references and index.
Physical Description: xiii, 456 pages : illustrations ; 25 cm.
Subject: Mathematical statistics.; Statistics.; R (Computer program language)

Contents

  1. Part I: Descriptive statistics
  2. Introduction and framework
  3. Frequency measures and graphical representation of data
  4. Measures of central tendency and distribution
  5. Association of two variables
  6. Part II: Probability calculus
  7. Combinatorics
  8. Elements of probability theory
  9. Random variables
  10. Probability distributions
  11. Part III: Inductive statistics
  12. Inference
  13. Hypothesis testing
  14. Linear regression.