Data-Centric Statistical Inference Using R and Tidyverse

Tidyverse Package

Explore the role of the Tidyverse package in R, which consolidates multiple essential data science packages. Understand how it standardizes data inputs and outputs to make data importing, tidying, wrangling, and visualization more efficient and seamless.

We'll cover the following...

1.Getting Started with Data in R

2.Data Visualization

3. Data Wrangling

4.Data Importing and “Tidy” Data

5.Basic Regression

6.Multiple Regression

7.Statistical Inference with the infer Package

8.Bootstrapping and Confidence Intervals

9.Hypothesis Testing

10.Inference for Regression

Project

11. Tell a Story with Data

12.Appendix

Project

Tidyverse Package