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Explore a 20-minute video lecture that examines the fundamental assumptions underlying logistic regression models in R programming. Master the essential concepts behind each assumption, understand their significance for model validity, and learn practical methods for assumption verification using R. Gain hands-on experience in evaluating logit linearity and error independence, while discovering effective strategies to handle assumption violations. Develop the skills needed to construct reliable and statistically sound logistic regression models through clear explanations and practical demonstrations.
Syllabus
Logistic Regression - Model Assumptions
Taught by
R Programming 101