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Business analytics : data analysis and decision making

Author: S Christian Albright; Wayne L Winston
Publisher: Stamford, CT, USA : Cengage Learning, [2015]
Edition/Format:   Print book : English : 5th editionView all editions and formats
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Helps you become a master of data analysis, modeling, and spreadsheet use. This book provides users with the tools to succeed with a teach-by-example approach, student-friendly writing style, and  Read more...

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Document Type: Book
All Authors / Contributors: S Christian Albright; Wayne L Winston
ISBN: 9781133629603 1133629601 9781133588269 1133588263
OCLC Number: 871011472
Notes: Fourth edition was published: Data analysis and decision making / S. Christian Albright, Wayne L. Winston, Christopher Zappe ; with cases by Mark Broadie [and others]. Mason, Ohio : South-Western/Cengage Learning, 2011.
Includes Internet study tools access card bound inside front matter.
Description: xviii, 990 pages : illustrations ; 26 cm
Contents: 1. Introduction to Data Analysis and Decision Making.Part 1: EXPLORING DATA.2. Describing the Distribution of a Single Variable.3. Finding Relationships among Variables.Part 2: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY.4. Probability and Probability Distributions.5. Normal, Binomial, Poisson, and Exponential 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. Importing Data into Excel.19. Analysis of Variance and Experimental Design.20. Statistical Process Control.Appendix A. Statistical Reporting.
Other Titles: Data analysis and decision making
Data analysis and decision making
Responsibility: S. Christian Albright, Kelly School of Business, Indiana University, Emeritus, Wayne L. Winston, Kelly School of Business, Indiana University ; with cases by Mark Broadie, Graduate School of Business, Columbia University, Peter Kolesar, Graduate School of Business, Columbia University, Lawrence L. Lapin, San Jose State University, William D. Whisler, Emeritus, California State University, Hayward.

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