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Business analytics : methods, models, and decisions / James R. Evans

By: Evans, James R, 1950-Material type: TextTextLanguage: English Publisher: New Delhi : Pearson Education, 2017Edition: Second EditionDescription: xxvi, 626 pages ; 26 cmISBN: 9789332582095Subject(s): Business planning | Strategic planning | Industrial management--Statistical methodsDDC classification: 658.4/01
Contents:
Preface -- About the author -- Foundations of business analytics -- Introduction to business analytics -- Analytics on spreadsheets -- Descriptive analytics -- Visualizing and exploring data -- Descriptive statistical measures -- Probability distributions and data modeling -- Sampling and estimation -- Statistical inference -- Predictive analytics -- Predictive modeling and analysis -- Regression analysis -- Forecasting techniques -- Simulation and risk analysis -- Introduction to data mining -- Prescriptive analytics -- Linear optimization -- Applications of linear optimization -- Integer optimization -- Nonlinear and non-smooth optimization -- Optimization models with uncertainty -- Making decision -- Decision analysis -- Appendix A -- Appendix B -- Glossary -- Index.
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Item type Current location Call number Status Date due Barcode
Books Institute of Public Enterprise, Library
S Campus 		658.4/01 EVA (Browse shelf) Available 47436
Books Institute of Public Enterprise, Library
S Campus 		658.4/01 EVA (Browse shelf) Available 46061

Includes bibliographical references and index.

Preface -- About the author -- Foundations of business analytics -- Introduction to business analytics -- Analytics on spreadsheets -- Descriptive analytics -- Visualizing and exploring data -- Descriptive statistical measures -- Probability distributions and data modeling -- Sampling and estimation -- Statistical inference -- Predictive analytics -- Predictive modeling and analysis -- Regression analysis -- Forecasting techniques -- Simulation and risk analysis -- Introduction to data mining -- Prescriptive analytics -- Linear optimization -- Applications of linear optimization -- Integer optimization -- Nonlinear and non-smooth optimization -- Optimization models with uncertainty -- Making decision -- Decision analysis -- Appendix A -- Appendix B -- Glossary -- Index.

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