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Learn about simple linear regression in this 39-minute video lesson designed for the 2025 CFA® Level I Exam's Quantitative Methods section (Learning Module 10). Explore how the least squares criterion estimates regression coefficients and how to interpret these values. Understand the underlying assumptions of simple linear regression models and learn to use residuals and residual plots to identify potential assumption violations. Master the calculation and interpretation of fit measures while evaluating tests of fit and regression coefficients. This educational content from AnalystPrep covers essential concepts for the Quantitative Methods portion of the CFA® Level I examination.
