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Java Data Analysis

You're reading from   Java Data Analysis Data mining, big data analysis, NoSQL, and data visualization

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Product type Paperback
Published in Sep 2017
Publisher Packt
ISBN-13 9781787285651
Length 412 pages
Edition 1st Edition
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Author (1):
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John R. Hubbard John R. Hubbard
Author Profile Icon John R. Hubbard
John R. Hubbard
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Table of Contents (14) Chapters Close

Preface 1. Introduction to Data Analysis FREE CHAPTER 2. Data Preprocessing 3. Data Visualization 4. Statistics 5. Relational Databases 6. Regression Analysis 7. Classification Analysis 8. Cluster Analysis 9. Recommender Systems 10. NoSQL Databases 11. Big Data Analysis with Java A. Java Tools Index

Contingency tables


Table 4-4 and Table 4-5 are examples of contingency tables (also called crosstab tables). These are multivariate tabulations of two random variables in which one seeks to prove their dependence or independence.

Here is a classic example:

 

Right-handed

Left-handed

 

Male

43%

8%

51%

Female

45%

4%

49%

 

88%

12%

100%

Table 4-6. Handedness by sex

In this population, 88% are right-handed. But 49% are female, and 45% are both female and right-handed, so 92% (0.45/0.49) of the females are right-handed. So being right-handed is not independent of sex.

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