Probability and Mathematical Statistics
eBook - PDF

Probability and Mathematical Statistics

An Introduction

  1. 254 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Probability and Mathematical Statistics

An Introduction

About this book

Probability and Mathematical Statistics: An Introduction provides a well-balanced first introduction to probability theory and mathematical statistics. This book is organized into two sections encompassing nine chapters. The first part deals with the concept and elementary properties of probability space, and random variables and their probability distributions. This part also considers the principles of limit theorems, the distribution of random variables, and the so-called student's distribution. The second part explores pertinent topics in mathematical statistics, including the concept of sampling, estimation, and hypotheses testing. This book is intended primarily for undergraduate statistics students.

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Information

Publisher
Academic Press
Year
2014
Print ISBN
9780124598508
eBook ISBN
9781483269207
Topic
Mathematics
Subtopic
Applied Mathematics
Index
Mathematics

Table of contents

  1. Front Cover
  2. Probability and Mathematical Statistics: An Introduction
  3. Copyright Page
  4. Table of Contents
  5. Preface
  6. Introduction
  7. References
  8. PART I: PROBABILITY THEORY
  9. PART II: MATHEMATICAL STATISTICS
  10. Appendix A. Some Combinatorial Formulas
  11. Appendix B.The Gamma Function
  12. Appendix C. Proof of the Central Limit Theorem
  13. Appendix D. Tables
  14. Answers to Selected Problems
  15. Index

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