Bruce Bowerman,
Anne M. Drougas,
William M. Duckworth
McGraw-Hill Education
10e druk, 2025
9781265086954
Business Statistics and Analytics in Practice: 2025 Release ISE
Specificaties
Paperback, blz.
|
Engels
McGraw-Hill Education |
10e druk, 2025
ISBN13: 9781265086954
Rubricering
Levertijd ongeveer 10 werkdagen
Samenvatting
The 2025 release of Business Statistics and Analytics in Practice offers a comprehensive approach to teaching business statistics and analytics. It covers essential topics like probability modeling, regression, and time series, while seamlessly integrating modern tools such as data mining and
predictive analytics. Real-world case studies and early introductions to advanced visualizations enhance practical learning, with Business Improvement conclusions-highlighted
in yellow and marked by BI icons-demonstrating how statistical analyses lead to actionable business decisions. With
hands-on experience using Excel, MegaStat, Minitab, JMP, and R, students are equipped with the skills needed to thrive in today’s data-driven business world.
Specificaties
Inhoudsopgave
1. An Introduction to Business Statistics and Analytics <br/>2. Descriptive Statistics and Analytics: Tabular and Graphical Methods <br/>3. Descriptive Statistics and Analytics: Numerical Method<br/>4. Probability and Probability Models<br/>5. Predictive Analytics I: Trees, k-Nearest Neighbors, Naive Bayes’, and Ensemble Estimates <br/>6. Discrete Random Variables <br/>7. Continuous Random Variables <br/>8. Sampling Distributions <br/>9. Confidence Intervals <br/>10. Hypothesis Testing <br/>11. Statistical Inferences Based on Two Samples <br/>12. Experimental Design and Analysis of Variance <br/>13. Chi-Square Tests <br/>14. Simple Linear Regression Analysis <br/>15. Multiple Regression and Model Building <br/>16. Predictive Analytics II: Logistic Regression, Discriminate Analysis, and Neural Networks <br/>17. Time Series Forecasting and Index Numbers <br/>18. Nonparametric Methods <br/>19. Decision Theory <br/>20. (Online) Process Improvement Using Control Charts for Website <br/><br/>Appendix A: Statistical Tables <br/>Appendix B: (Online) Chapter by Chapter MegaStat Appendices<br/>