Statistics without Mathematics

Introducing students to the concepts of statistics, stripping away any technical jargon and mathematical language, this book sets out the tools needed by those doing statistical procedures for the first time, or those in need of a refresher.

This is a book about the ideas that drive statistics. It is an ideal primer for students who need an introduction to the concepts of statistics without the added confusion of technical jargon and mathematical language.

It introduces the intuitive thinking behind standard procedures, explores the process of informal reasoning, and uses conceptual frameworks to provide a foundation for students new to statistics. It showcases the expertise we have all developed from living in a data saturated society, increases our statistical literacy and gives us the tools needed to approach statistical mathematics with confidence.

Key topics include:

• Variability
• Standard Distributions
• Correlation
• Relationship
• Sampling

• Inference
  An engaging, informal introduction this book sets out the conceptual tools required by anyone undertaking statistical procedures for the first time or for anyone needing a fresh perspective whilst studying the work of others.

  Autorentext
  David J Bartholomew was a professor of statistics at the London School of Economics. He is now retired.

  Klappentext

  Inhalt

  Introduction: Before We Begin
  Chapter 1: Picturing Variability
  Chapter 2: Interpreting Variability
  Chapter 3: Three Standard Distributions
  Chapter 4: Summarising Variation
  Chapter 5: The Analysis of Variation
  Chapter 6: Covariation
  Chapter 7: Sampling
  Chapter 8: Introduction to the Ideas of Inference
  Chapter 9: Sampling Distributions and More on Inference
  Chapter 10: Inference about Averages
  Chapter 11: Binary Data
  Chapter 12: Goodness of fit
  Chapter 13: Unobserved Variables
  Chapter 14: Retrospect
  Apendix