July 2025
Beginner
464 pages
9h 31m
English
Content preview from Statistical Analysis with R For Dummies, 2nd Edition
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Chapter 1
Data, Statistics, and Decisions
IN THIS CHAPTER
Introducing statistical concepts
Generalizing from samples to populations
Getting into probability
Testing hypotheses
Two types of error
Statistics? That’s all about crunching numbers into arcane-looking formulas, right? Not really. Statistics, first and foremost, is about decision-making. Some number-crunching is involved, of course, but the primary goal is to use numbers to make decisions. Statisticians look at data and wonder what the numbers are saying. What kinds of trends are in the data? What kinds of predictions are possible? What conclusions can you make?
To make sense of data and answer these questions, statisticians have developed a wide variety of analytical tools.
About the number-crunching part: If you had to do it via pencil-and-paper (or with the aid of a pocket calculator), you’d soon grow discouraged with the amount of computation involved and the errors that might creep in. Software like R helps you crunch ...
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