Business Analytics 2nd Edition Evans Solutions Manual
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Business Analytics 2nd Edition Evans Solutions Manual
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Product details:
- ISBN-10 ‏ : ‎ 0321997824
- ISBN-13 ‏ : ‎ 978-0321997821
- Author: James R. Evans
Business Analytics, Second Edition teaches the fundamental concepts of the emerging field of business analytics and provides vital tools in understanding how data analysis works in today’s organizations. Students will learn to apply basic business analytics principles, communicate with analytics professionals, and effectively use and interpret analytic models to make better business decisions. Included access to commercial grade analytics software gives students real-world experience and career-focused value. Author James Evans takes a balanced, holistic approach and looks at business analytics from descriptive, and predictive perspectives.
Table of contents:
Chapter 1: Introduction to Business Analytics
Chapter 2:  Data Management and Wrangling
Chapter 3:Â Â Summary Measures
Chapter 4:Â Â Data Visualization
Chapter 5:Â Â Probability and Probability Distributions
Chapter 6:Â Â 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
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
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