Business analytics : data analysis and decision making / S. Christian Albright; Wayne L. Winston
By: Albright, S. Christian
Contributor(s): Winston, Wayne L. -- author
Material type:
TextLanguage: English Publisher: New Delhi : Cengage, 2023Edition: 7th editionDescription: xxiii, 882 p. : col. ill. ; 28 cmISBN: 9789355734198 (pbk.)Subject(s): Industrial management Statistical methods Computer program. Microsoft Excel (Computer file)DDC classification: 658.4033 ALB | Item type | Current location | Call number | Status | Date due | Barcode |
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Sixth edition was published: Data analysis and decision making / S. Christian Albright, Wayne L. Winston. Boston, MA: Cengage Learning, 2017
1. Introduction to Business Analytics. Part 1: DATA ANALYSIS. 2. Describing the Distribution of a Variable. 3. Finding Relationships among Variables. 4. Business Intelligence (BI) Tools for Data Analysis Part 2: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY. 5. Probability and Probability Distributions. 6. Decision Making under Uncertainty. Part 3: STATISTICAL INFERENCE. 7. Sampling and Sampling Distributions. 8. Confidence Interval Estimation. 9. Hypothesis Testing. Part 4: REGRESSION ANALYSIS AND TIME SERIES FORECASTING. 10. Regression Analysis: Estimating Relationships. 11. Regression Analysis: Statistical Inference. 12. Time Series Analysis and Forecasting. Part 5: OPTIMIZATION AND SIMULATION MODELING. 13. Introduction to Optimization Modeling. 14. Optimization Models. 15. Introduction to Simulation Modeling. 16. Simulation Models. Part 6: ADVANCED DATA ANALYSIS. 17. Data Mining. Part 7: BONUS ONLINE MATERIAL. 18. Analysis of Variance and Experimental Design. 19. Statistical Process Control. Appendix A: Statistical Reporting
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