Expectation Definition Resolvent Trace Formula for Empirical Spectral Distributions Probability & Statistics Unbiasedness of Ordinary Least Squares Under Strict Exogeneity Probability & Statistics Uniform Supremum-Norm Bias-Variance Tradeoff for Kernel Density Estimators Probability & Statistics Affine Transformation of Variance Probability Theory Chernoff Bound Probability & Statistics Blumenthal's Zero-One Law Brownian Motion Convex Concentration from Talagrand's Convex Distance Inequality Probability & Statistics Basic Implications Between Modes of Convergence Probability Theory Probability & Statistics Area