Learn the fundamentals of regression analysis in R programming through a 17-minute introductory video that establishes core concepts of simple linear regression as a foundation for understanding multiple regression. Explore the relationship between explanatory and outcome variables, discover how to interpret the influence of independent variables, and master the creation and interpretation of linear models for predictive analysis. Progress through key topics including data preparation, model creation, coefficient interpretation, and making predictions using R's statistical tools. Gain practical knowledge in analyzing relationships between variables and predicting outcomes using linear modeling techniques.
Simple Linear Regression in R - Introduction to Regression Analysis
Overview
Syllabus
Introduction
What to Expect
Data
Linear Model
Create Model
Model Summary
Coefficients
Prediction
Taught by
R Programming 101
