Description

Book Synopsis


Table of Contents

Preface ix

About the companion website xi

Chapter 1 Understanding basic numbers 1

Chapter 2 Data display and summary 15

Chapter 3 Summary statistics for quantitative data 31

Chapter 4 Summary statistics for binary data 46

Chapter 5 Diagnostic and screening tests 61

Chapter 6 Populations and samples 78

Chapter 7 Statements of probability and confidence intervals 91

Chapter 8 P values, power, type I and type II errors 102

Chapter 9 Tests for differences between two groups of a quantitative outcome with small samples 118

Chapter 10 Tests for association in binary and categorical data 146

Chapter 11 Correlation and regression 165

Chapter 12 Survival analysis 183

Chapter 13 Modelling data 195

Chapter 14 Study design and choosing a statistical test 215

Chapter 15 Use of computer software 227

Answers to exercises 256

Glossary 268

Appendix 278

Index 279

Statistics at Square One

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    A Paperback / softback by Michael J. Campbell

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      View other formats and editions of Statistics at Square One by Michael J. Campbell

      Publisher: John Wiley and Sons Ltd
      Publication Date: 15/07/2021
      ISBN13: 9781119401308, 978-1119401308
      ISBN10: 1119401305
      Also in:
      Mathematics

      Description

      Book Synopsis


      Table of Contents

      Preface ix

      About the companion website xi

      Chapter 1 Understanding basic numbers 1

      Chapter 2 Data display and summary 15

      Chapter 3 Summary statistics for quantitative data 31

      Chapter 4 Summary statistics for binary data 46

      Chapter 5 Diagnostic and screening tests 61

      Chapter 6 Populations and samples 78

      Chapter 7 Statements of probability and confidence intervals 91

      Chapter 8 P values, power, type I and type II errors 102

      Chapter 9 Tests for differences between two groups of a quantitative outcome with small samples 118

      Chapter 10 Tests for association in binary and categorical data 146

      Chapter 11 Correlation and regression 165

      Chapter 12 Survival analysis 183

      Chapter 13 Modelling data 195

      Chapter 14 Study design and choosing a statistical test 215

      Chapter 15 Use of computer software 227

      Answers to exercises 256

      Glossary 268

      Appendix 278

      Index 279

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