000 01408nam a22002057a 4500
999 _c21753
_d21753
020 _a9789332582095
041 _aENG
082 _a658.4/01
_bEVA
100 _aEvans, James R.
_d1950-
245 _aBusiness analytics :
_bmethods, models, and decisions /
_cJames R. Evans
250 _aSecond Edition.
260 _aNew Delhi :
_bPearson Education,
_c2017.
300 _axxvi, 626 pages ;
_c26 cm
500 _aIncludes bibliographical references and index.
505 _aPreface -- 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.
650 _aBusiness planning.
650 _aStrategic planning.
650 _aIndustrial management--Statistical methods.
942 _2ddc
_cBK