Statistics for management and economics /
Gerald Keller
- Twelfth Edition.
- Singapore : Cengage Learning Asia Pte Ltd, c2023.
- xxiii, 949 pages, A-5, B-27, C-1, D-1, E-2, I-10 pages : color illustrations ; 26 cm.
Includes index.
1. What is statistics? -- 2. Graphical descriptive techniques I -- 3. Graphical descriptive techniques II -- 4. Numerical techniques -- 5. Data collection and sampling -- 6. Probability -- 7. Random variables and discrete probability distributions -- 8. Continuous Probability distributions -- 9. Sampling distributions -- 10. Introduction to estimation -- 11. Introduction to hypothesis testing -- 12. Inference about population -- 13. Inference about comparing two populations -- 14. Analysis of variance -- 15. Chi-squared Tests -- 16. Simple linear regression and correlation -- 17. Multiple regression -- 18. Model building -- 19. Nonparametric statics -- 20. Time-series analysis and forecasting -- 21. Statistical process control -- 22. Decision analysis -- 23. Conclusion -- Appendix A : Data file sample statistics -- Appendix B : Tables B-1 -- Appendix C : A guide to statistical techniques C-1 -- Appendix D : Index of excel output and instruction D-1 -- Appendix E : Management and economic applications E-1 -- Appendix F : Solutions to even-numbered exercises (MindTap Reader) F-1 -- Index I-1.