Statistics for Management and Economics + XLSTAT Bind-in

Gerald Keller (Autor)

Buch | Hardcover

992 Seiten

2017 | 11th edition
South-Western College Publishing (Verlag)
978-1-337-09345-3 (ISBN)

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Discover how statistical methods and tools are vital for today's managers as you learn how to apply these tools to real business problems. STATISTICS FOR MANAGEMENT AND ECONOMICS, 11E emphasizes applications over calculation using a proven three-step "ICI" approach to problem solving. You learn how to IDENTIFY the correct statistical technique by focusing on the problem objective and data type; how to COMPUTE the statistics by hand or using Excel® or XLSTAT; and how to INTERPRET results in the context of the problem. Extensive data-driven examples, exercises, and cases address the functional areas of business and demonstrate how marketing managers, financial analysts, accountants, and economists rely on statistical applications. Engaging cases focus on climate change and the relationship between payroll and wins in professional sports, while dozens of exercises feature the returns on 40 stocks, which are used to develop the market model and portfolio diversification.

Gerald Keller is Emeritus Professor of Business at Wilfrid Laurier University, where he taught statistics, management science and operations management from 1974 to 2011.

1. What is Statistics?
2. Graphical Descriptive Techniques I.
3. Graphical Descriptive Techniques II.
4. Numerical Descriptive 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 a 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 Statistics.
20. Time-Series Analysis and Forecasting.
21. Statistical Process Control.
22. Decision Analysis.
23. Conclusion.
Appendix A. Data File Sample Statistics.
Appendix B. Tables.
Appendix C. Answers to Selected Even-Numbered Exercises.
Index.

Erscheinungsdatum	12.05.2017
Verlagsort	Florence
Sprache	englisch
Maße	210 x 261 mm
Gewicht	2018 g
Themenwelt	Sozialwissenschaften ► Pädagogik
Themenwelt	Wirtschaft ► Volkswirtschaftslehre ► Ökonometrie
ISBN-10	1-337-09345-9 / 1337093459
ISBN-13	978-1-337-09345-3 / 9781337093453
Zustand	Neuware