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:  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

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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