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5 Lessons

Simple Linear Regression Model

Focus on this chapter's key concepts. Dive into each topic for a detailed understanding with examples and structured notes.

Specification of the two-variable regression model

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1 of 5 Lessons

Ordinary Least Squares (OLS) estimation

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2 of 5 Lessons

Assumptions of the classical linear regression model

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3 of 5 Lessons

Properties of OLS estimators (Gauss-Markov Theorem)

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4 of 5 Lessons

Goodness of fit (R-squared) and hypothesis testing

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5 of 5 Lessons

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Multiple Linear Regression Model