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R Statistics Cookbook

You're reading from   R Statistics Cookbook Over 100 recipes for performing complex statistical operations with R 3.5

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789802566
Length 448 pages
Edition 1st Edition
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Author (1):
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Francisco Juretig Francisco Juretig
Author Profile Icon Francisco Juretig
Francisco Juretig
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Table of Contents (12) Chapters Close

Preface 1. Getting Started with R and Statistics FREE CHAPTER 2. Univariate and Multivariate Tests for Equality of Means 3. Linear Regression 4. Bayesian Regression 5. Nonparametric Methods 6. Robust Methods 7. Time Series Analysis 8. Mixed Effects Models 9. Predictive Models Using the Caret Package 10. Bayesian Networks and Hidden Markov Models 11. Other Books You May Enjoy

Continuous and hybrid Bayesian networks via bnlearn

The previous framework can be extended to deal with continuous data, and a mixture of continuous and discrete data. From an operational perspective, nothing changes much with respect to the methods that we have discussed in the previous recipe. It is worth noting that bnlearn requires that continuous data be gaussian, which might not work in some cases.

Getting ready

The bnlearn package needs to be installed using install.packages("bnlearn").

How to do it...

In the following example, we will work with the abalone...

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