Business analytics : methods, models an ddecisions/

By: Evans, James RMaterial type: TextTextPublication details: Noida: Pearson, 2017Edition: 2nd edDescription: xxvi, 626 pagesISBN: 9780321997821 (alk. paper)Subject(s): Business planning | Strategic planning | Industrial managementDDC classification: 658.403
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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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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