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Data-Centric Statistical Inference Using R and Tidyverse/

...

The Grammar of Graphics

Look at the basics of the grammar of graphics and how to get started with visualization in R.

We'll cover the following...

Components of grammar
Example: The Gapminder data
Other components
The ggplot2 package

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Getting Started with Data in R

Data Visualization

Data Wrangling

Data Importing and “Tidy” Data

Basic Regression

Multiple Regression

Statistical Inference with the infer Package

Bootstrapping and Confidence Intervals

Hypothesis Testing

Inference for Regression

Price Prediction With Regression Analysis in R

Tell a Story with Data

Appendix

Uber Data Analysis Using the R Language

The Grammar of Graphics