Data-Centric Statistical Inference Using R and Tidyverse

The Best-Fitting Line

Explore how the best-fitting line in regression is determined by minimizing the sum of squared residuals. Understand the concepts of fitted values and residuals, and learn to compute these measures using R and Tidyverse tools to assess model fit.

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

The Best-Fitting Line