Moment Generating Function Definition Random Variable Definition Distribution Definition Weak Convergence Definition Minimax Risk for the Unrestricted Gaussian Location Model Probability & Statistics Lipschitz Pushforward Stability of the $T_1$ Transportation Inequality Probability & Statistics Immediate Return to Zero for Brownian Motion Brownian Motion Pointwise Strong Consistency of the Empirical Distribution Function Probability & Statistics Asymptotic Mean Integrated Squared Error for Kernel Density Estimators Probability & Statistics Unbiasedness of the Holdout Risk Estimator Probability & Statistics Moments from the MGF Probability Theory Effective-Rank Sample Covariance Concentration Theorem Probability & Statistics Probability & Statistics Area