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Data Analysis, Optimization and Simulation Modeling

Albright S. Christian

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ISBN 10: 8131518221 / ISBN 13: 9788131518229
Published by South Western/Cengage Learning India, 2012
New Condition: New Soft cover
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DATA ANALYSIS, OPTIMIZATION, AND SIMULATION MODELING, 4e, emphasizes data analysis, modeling, and spreadsheet use in statistics and management science. Professional Excel software add-ins are included, making this text a market leader in its first edition for its clarity of writing, a teach-by-example approach, and complete Excel integration. This edition is compatible with Excel 2007 and the corresponding add-ins for Excel 2007. Updates regarding Excel 2010 are included where applicable. Tables of Contents:- Preface 1. Introduction to Data Analysis and Decision Making. PART I: EXPLORING DATA. 2. Describing the Distribution of a Single Variable. 3. Finding Relationships Among Variables. PART II: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY 4. Probability and Probability Distributions. 5. Normal, Binomial, Poisson, and Exponential Distributions. 6. Decision Making Under Uncertainty. PART III: STATISTICAL INFERENCE. 7. Sampling and Sampling Distributions. 8. Confidence Interval Estimation. 9. Hypothesis Testing. PART IV: REGRESSION ANALYSIS AND TIME SERIES FORECASTING. 10. Regression Analysis: Estimating Relationships. 11. Regression Analysis: Statistical Inference. 12. Time Series Analysis and Forecasting. PART V: OPTIMIZATION AND SIMULATION MODELING. 13. Introduction to Optimization Modeling. 14. Optimization Models. 15. Introduction to Simulation Modeling. 16. Simulation Models. PART VI: BONUS ONLINE MATERIAL 2 Using the Advanced Filter and Database Functions. 17. Importing Data into Excel. Printed Pages: 1080. Bookseller Inventory # 71927

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Bibliographic Details

Title: Data Analysis, Optimization and Simulation ...

Publisher: South Western/Cengage Learning India

Publication Date: 2012

Binding: Softcover

Book Condition:New

Edition: 4th edition.

About this title

Synopsis:

Key features all updated screenshots and accompanying explanations to reflect excel 2007 and updated add-ins. Tips on excel 2010 have been added where applicable. This edition now provides access to excel add-in software via an access code to a premium online content website for every student purchasing a new book. Chapters 2 and 3 are completely rewritten and reorganized, focusing on the description of one variable at a time, and relationships between variables. Both chapters have more coverage of categorical variables, as well as new and more interesting data sets in the examples. Many of the problems in previous editions were deleted or updated, and a number of brand new problems were added for relevance to current statistical analysis. A problem guide is available to instructors showing the context of each of the "data" problems, and it also shows the correspondence between problems in this edition and problems in the previous edition. The previous edition''s chapter 4 is renamed as chapter 17, importing data into excel, and is completely rewritten with its section on excel tables located in chapter 2. (previous edition chapters 5-17 were renumbered 4-16.) the book is still based on excel 2007, but notes about changes in excel 2010 have been added where it applies. Specifically, there is a small section on the new slicers for pivot tables, and there are several mentions of the new statistical functions (although the old functions still work). Each chapter now has 10-20 more consistent and relevant "conceptual questions" in the end-of-chapter sections. The first two lp examples in chapter 13 (replacing the former chapter 14) are replaced by two product mix models, where the second builds on the first. The previous "diet" model was overly complex as a first lp example.

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