Learn R for Applied Statistics: With Data Visualizations, Regressions, and Statistics

Learn R for Applied Statistics: With Data Visualizations, Regressions, and Statistics Front Cover
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2019-01-12
243 pages

Book Description

Gain the R fundamentals for doing the applied useful for data exploration and in data science and . This book covers topics ranging from R syntax basics, descriptive , and data visualizations to inferential and regressions. After learning R’s syntax, you will work through data visualizations such as histograms and boxplot charting, descriptive , and inferential such as t-test, chi-square test, ANOVA, non-parametric test, and linear regressions.

Learn R for Applied Statistics is a timely skills-migration book that equips you with the R fundamentals and introduces you to applied statistics for data explorations.

What You Will Learn

  • Discover R, statistics, data science, data mining, and
  • Master the fundamentals of R programming, including variables and arithmetic, vectors, lists, data frames, conditional statements, loops, and functions
  • Work with descriptive statistics
  • Create data visualizations, including bar charts, line charts, scatter plots, boxplots, histograms, and scatterplots
  • Use inferential statistics including t-tests, chi-square tests, ANOVA, non-parametric tests, linear regressions, and multiple linear regressions

Who This Book Is For

Those who are interested in data science, in particular data exploration using applied statistics, and the use of R programming for data visualizations.

Table of Contents

Chapter 1: Introduction
Chapter 2: Getting Started
Chapter 3: Basic Syntax
Chapter 4: Descriptive Statistics
Chapter 5: Data Visualizations
Chapter 6: Inferential Statistics and Regressions

Book Details

  • Title: Learn R for Applied Statistics: With Data Visualizations, Regressions, and Statistics
  • Author:
  • Length: 243 pages
  • Edition: 1st ed.
  • Language: English
  • Publisher:
  • Publication Date: 2019-01-12
  • ISBN-10: 1484241991
  • ISBN-13: 9781484241998
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