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Gauss Markov Assumptions and Residual Analysis
A practical walkthrough of the Gauss-Markov assumptions using the wage1 dataset (n = 526). Covers plain-English and technical explanations of all seven assumptions, a simple OLS regression of wages on education, diagnostic plot interpretation, and the case for log-transforming the dependent variable. Built with R and the Wooldridge package.
