How to Perform Different Types of Regression in R | Step-by-Step Guide (Batch86)
Автор: Data Analysis &Visualization: R & Python Tutorials
Загружено: 2025-07-03
Просмотров: 33
Learn all about regression analysis in R!
This Batch86 tutorial covers how to perform different types of regression in R, including simple linear, multiple linear, polynomial, logistic, and more. Step-by-step, hands-on coding, interpretation, and best practices for research, thesis, and data science projects.
Timestamps:
00:00 Introduction
01:00 What is regression analysis?
02:15 Packages needed (base R, ggplot2, caret, etc.)
03:30 Simple linear regression
05:30 Multiple linear regression
07:00 Polynomial regression
09:00 Logistic regression
11:00 Visualizing regression results
13:00 Model diagnostics and interpretation
15:00 Conclusion
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