Business Analytics

CHAPTER 1 Introduction to Business AnalyticsCHAPTER 2 Data Management and Wrangling
CHAPTER 3 Summary Measures
CHAPTER 4 Data Visualization
CHAPTER 5 Probability and Probability Distributions
CHAPTER 6 Statistical Inference
CHAPTER 7 Regression Analysis
CHAPTER 8 More Topics in Regression Analysis
CHAPTER 9 Logistic Regression
CHAPTER 10 Forecasting with Time Series Data
CHAPTER 11 Introduction to Data Mining
CHAPTER 12 Supervised Data Mining: k-Nearest Neighbors and Naive Bayes
CHAPTER 13 Supervised Data Mining: Decision Trees
CHAPTER 14 Unsupervised Data Mining
CHAPTER 15 Spreadsheet Modeling
CHAPTER 16 Risk Analysis and Simulation
CHAPTER 17 Optimization: Linear Programming
CHAPTER 18 More Applications in Optimization 


APPENDIXES
APPENDIX A Big Data Sets: Variable Description and Data Dictionary
APPENDIX B Getting Started with Excel and Excel Add-Ins
APPENDIX C Getting Started with R
APPENDIX D Answers to Selected Exercises
Index