Introductory statistics for data analysis

Introductory statistics for data analysis / Warren J. Ewens, Katherine Brumberg.

This book describes the probability theory associated with frequently used statistical procedures and the relation between probability theory and statistical inference. The first third of the book is dedicated to probability theory including topics relating to events, random variables, and the Centr...

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Bibliographic Details
Main Authors: Ewens, Warren J. (Author), Brumberg, Katherine (Author)
Format: eBook
Language:English
Published: Cham : Springer, 2023.
Subjects:
Mathematical statistics.
Mathematical statistics
Estadística matemàtica.
Llibres electrònics.
Online Access:Click for online access
Table of Contents:
  • I INTRODUCTION
  • 1 Statistics and probability theory
  • II PROBABILITY THEORY
  • 2 Events
  • 3 Probabilities of events
  • 4 Probability: One Discrete Random Variable
  • 5 Many Random Variables
  • 6 Continuous Random Variables
  • III STATISTICS
  • 7 Introduction
  • 8 Estimation of a parameter
  • 9 Testing hypotheses about the value of a parameter
  • 10 Testing for the equality of two binomial parameters
  • 10 Testing for the equality of two binomial parameters
  • 11 Chi-square tests (i): tables bigger than two-by-two
  • 13 Tests on means
  • 14 Non-parametric tests
  • Useful charts
  • Solutions to problems.

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