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Empirical Topics Data Descriptive statistics (e.g., mean, median, standard deviation) Frequencies Distributions Hypothesis testing (as it relates to comparisons of means) Regression analysis Ordinary least squares Classical assumptions Interpretation of coefficient estimates Hypothesis testing (as it relates to OLS coefficients) Statistical and economic significance Omitted variables Functional form Multicollinearity Serial correlation Heteroskedasticity Dummy dependent variable