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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

Getting Started with R and Statistics

In this chapter, we will cover the following recipes:

  • Maximum likelihood estimation
  • Calculation densities, quantiles, and CDFs
  • Creating barplots using ggplot
  • Generating random numbers from multiple distributions
  • Complex data processing with dplyr
  • 3D visualization with the plot3d package
  • Formatting tabular data with the formattable package
  • Simple random sampling
  • Creating plots via the DiagrammeR package
  • C++ in R via the Rcpp package
  • Interactive plots with the ggplot GUI package
  • Animations with the gganimate package
  • Using R6 classes
  • Modelling sequences with the TraMineR package
  • Clustering sequences with the TraMineR package
  • Displaying geographical data with the leaflet package
You have been reading a chapter from
R Statistics Cookbook
Published in: Mar 2019
Publisher: Packt
ISBN-13: 9781789802566
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