June 2021
Beginner to intermediate
358 pages
10h
English
Content preview from Behavioral Data Analysis with R and Python
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Part I. Understanding Behaviors
In this first part of the book, I’ll explain why behavioral data analysis requires a new approach.
Chapter 1 will describe that new approach, the causal-behavioral framework for data analysis. We’ll look at a concrete example showing how even the simplest of data analyses can be derailed by the presence of a confounder. Solving that issue is at best complicated and at worst impossible with traditional approaches, but the new framework provides a straightforward process.
Chapter 2 will explore further the specificities of behavioral data while providing both a gentle introduction to behavioral science and a process for ensuring that our data adequately reflects the corresponding real-life behaviors.
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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.