Business Analytics with R Studio
Prologue
I Introduction
1
Introduction
2
Mass Customisation
2.1
Mass Customistion
2.2
Operations Strategy Concept
2.2.1
Operations Strategy in Pictures
2.2.2
Operations Strategy in Practice
2.2.3
Order fulfillment in Practice
3
Microsoft Problems
3.1
A Theoretical Look at the Microsoft Product Suite
3.2
A Practical Case Study of Microsoft Analytics in Action
3.2.1
Background to the Case Study
3.2.2
Description of the Tool
3.2.3
How the tools works
3.2.4
Observations
4
Business Analytics in R Studio
4.1
Mass Customisation approach to Business Analytics
4.2
R Studio as a Mass Customisation tool
4.2.1
The Interactive Development Environment (IDE)
4.2.2
The Reproducible Research Workfow
4.2.3
The Expression Language R
II Case Study
5
Traditional Approach
5.1
Introduction to Problem
5.2
Meta Analysis/Literature Review
5.3
Model Selection
5.3.1
Correlation Matrix
5.3.2
Model Fitting
5.3.3
Diagnostics
6
Computer Science Approach
7
Data Enhancements
7.1
Extensions of the Data
8
Geo Analysis
9
Interactive Approach
10
Conclusions
III Appendix
11
Regression Recap
12
ggplot2 recap
13
ggplot2 Recap
13.1
Description
13.2
Motivational examples
13.3
Example
13.4
Conclusions
14
Reproducibility
14.1
Source Files for Reproducibility
14.2
Session info for Reproducibility
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R Studio: A 3D Printer for Business Analytics
Chapter 12
ggplot2 recap