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9781265897109

Business Analytics

by
  • ISBN13:

    9781265897109

  • ISBN10:

    1265897107

  • Format: Loose-leaf
  • Copyright: 2023-01-01
  • Publisher: MCGRAW HILL

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Supplemental Materials

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Table of Contents

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

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