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Data-Centric Statistical Inference Using R and Tidyverse/

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Model Selection Using Visualizations

Learn how visualizing the data can help in model selection.

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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

Model Selection Using Visualizations