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Associations and Correlations

You're reading from Associations and Correlations Unearth the powerful insights buried in your data

Product type Paperback

Published in Jun 2019

Publisher

ISBN-13 9781838980412

Length 134 pages

Edition 1st Edition

Tools

CorrelViz

Concepts

Data Mining

Author (1):

Lee Baker

View More author details

Table of Contents (9) Chapters

About the Book

1. Data Collection and Cleaning FREE CHAPTER

2. Data Classification

3. Introduction to Associations and Correlations

4. Univariate Statistics

5. Multivariate Statistics

6. Visualizing Your Relationships

7. Bonus: Automating Associations and Correlations

1. Appendix

Visualizing Your Relationships

In first two chapters of this book, you learned how to collect and clean your data, classify it, and prepare it for analysis, and then, you learned about the toolbox of statistical tests that you need to find the relationships that characterize the story of your dataset.

In this chapter, you will learn how to pull all of this together to create a holistic strategy for discovering the story of your data, using univariate and multivariate analysis techniques to discover which variables are independently related and using visualizations to interrogate these relationships in an intelligent, comprehensive, and inspiring way.

A Holistic Strategy to Discover Independent Relationships

So far, the tools that you have in your statistical toolbox have been seen as stand-alone, separate entities, and most statistics textbooks will present them to you in that way.

The truth, though, is that statisticians and experienced analysts use these tools in combination...

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Authors (1)

Baker

Baker

Lee Baker is an award-winning software creator with a passion for turning data into a story. A proud Yorkshireman, he now lives by the sparkling shores of the East Coast of Scotland. A physicist, statistician, and programmer, and the child of the flower-power psychedelic 60s, its amazing he turned out so normal! Turning his back on a promising academic career to do something more satisfying, as the CEO and co-founder of Chi-Squared Innovations, he now works double the hours for half the pay and 10 times the stress but 100 times the fun!

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