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Frontmatter -- Preface -- Table of contents -- Chapter 1. Probability Theory -- Chapter 2. Statistics and their distributions, estimation theory -- Chapter 3. Hypothesis testing -- Chapter 4. Simple regression analysis -- Chapter 5. Normal analysis of variance -- Chapter 6. Non-parametric methods -- Chapter 7. Stochastic analysis and its applications in statistics -- Chapter 8. Vectorial statistics -- Statistical tables