Evans, James R. 1950-
Business analytics : methods, models, and decisions / James R. Evans - Second Edition. - New Delhi : Pearson Education, 2017. - xxvi, 626 pages ; 26 cm
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.
9789332582095
Business planning.
Strategic planning.
Industrial management--Statistical methods.
658.4/01 / EVA
Business analytics : methods, models, and decisions / James R. Evans - Second Edition. - New Delhi : Pearson Education, 2017. - xxvi, 626 pages ; 26 cm
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.
9789332582095
Business planning.
Strategic planning.
Industrial management--Statistical methods.
658.4/01 / EVA