July 2025
Beginner
464 pages
9h 31m
English
Content preview from Statistical Analysis with R For Dummies, 2nd Edition
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Chapter 15
Correlation: The Rise and Fall of Relationships
IN THIS CHAPTER
Understanding what correlation is all about
Discovering how correlation connects to regression
Drawing conclusions from correlations
Analyzing items
In Chapter 14, I introduce the concepts of regression, a tool for summarizing and testing relationships between (and among) variables. In this chapter, I introduce you to the ups and downs of correlation, another tool for looking at relationships. I use the example of employee aptitude and performance from Chapter 14 and show how to think about the data in a slightly different way. The new concepts connect to what I show you in Chapter 14, and you’ll see how those connections work. I also show you how to test hypotheses about relationships and how to use R functions for correlation.
Scatterplots Again
A scatterplot is a graphical way of showing a relationship between two variables. In Chapter 14, I show you a scatterplot of the data for employees at FarMisht Consulting, Inc. I reproduce that scatterplot here as Figure 15-1. Each point represents one employee’s ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.