Statistical Methods for Business and Economics

1st Edition
0077109872 · 9780077109875
This brand new book in statistics aims to provide an introduction to the key methods and techniques essential to a typical statistics syllabus, whilst also helping students to develop the skills needed to analyse, interpret and prepare data for use i… Read More
£56.99

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Detailed table of contents

Preface

Guided Tour

Technology to enhance teaching and learning

1 Introduction and basic concepts

Part 1 Descriptive Statistics

2. Tables and graphs

3. Measures of location

4. Measures of variation

5. Pairs of variables

Part 2 Probability

6. Definitions of Probability

7. Calculation of probabilities

8. Probability distribution, expectation, variance

9. Families of discrete distributions

10. Families of continuous distributions

11. Joint probability distributions

Part 3 Sampling theory

12. Random samples

13. The sample mean

14. Sample proportion and other sample statistics

Part 4 Inferential statistics

15. Interval estimation and hypothesis testing: a general introduction

16. Confidence intervals and tests for and

17. Statistical inference about

18. Confidence intervals and tests to compare two parameters

19. Simple linear regression

20. Multiple linear regression: introduction

21. Multiple linear regression: extension

22. Multiple linear regression: model violations

23. Time series and forecasting

24. Chi-squared tests

25. Nonparametric statistics

Appendix A1 Excel and SPSS (on Internet)

Appendix A2 Summation operator ?

Appendix A3 Greek letters

Appendix A4 Tables

Appendix A5 Numeric answers of exercises