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Simple Linear Regression

jbstatistics via YouTube

Syllabus

Introduction to Simple Linear Regression.
Simple Linear Regression: The Least Squares Regression Line.
Simple Linear Regression: Interpreting Model Parameters.
Simple Linear Regression: Assumptions.
Simple Linear Regression: Checking Assumptions with Residual Plots.
Inference on the Slope (The Formulas).
Inference on the Slope (An Example).
Simple Linear Regression: An Example.
Simple Linear Regression: Always Plot Your Data!.
Simple Linear Regression: Transformations.
Intervals (for the Mean Response and a Single Response) in Simple Linear Regression.
Leverage and Influential Points in Simple Linear Regression.

Taught by

jbstatistics

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