TY - BOOK AU - Business analytics : communicating with numbers AU - Kelly, Alison; Lertwachara, Kevin; Chen, Leida TI - Business analytics : : communicating with numbers SN - 9781265087685 AV - 658.4033 C42b 2023 PY - 2023/// CY - New York PB - McGraw Hill KW - Business planning KW - Statistical methods KW - Decision making Statistical methods KW - Industrial management N1 - Includes index; CHAPTER 1: Introduction to Business AnalyticsCHAPTER 2: Data Management and WranglingCHAPTER 3: Summary MeasuresCHAPTER 4: Data VisualizationCHAPTER 5: Probability and Probability DistributionsCHAPTER 6: Statistical InferenceCHAPTER 7: Regression AnalysisCHAPTER 8: Introduction to Data MiningCHAPTER 9: More Topics in Regression AnalysisCHAPTER 10: Logistic Regression ModelsCHAPTER 11: Supervised Data Mining: kNN and Naive BayesCHAPTER 12: Supervised Data Mining: Decision TreesCHAPTER 13: Unsupervised Data MiningCHAPTER 14: Forecasting with Time Series DataCHAPTER 15: Spreadsheet ModellingCHAPTER 16: Risk and SimulationCHAPTER 17: Optimization: Linear ProgrammingCHAPTER 18: Optimization: Integer and Nonlinear ProgrammingAPPENDIX A Big Data Sets: Variable Description and Data DictionaryAPPENDIX B Getting Started with Excel and Excel Add-InsAPPENDIX C Getting Started with RAPPENDIX D Statistical TablesAPPENDIX E Answers to Selected Exercises ER -