ESE542 assignments
- HW1: permutation & combination, expectation and variance, MGF (moment-generating function), confidence interval, MSE
- HW2: Method of moment, MLE, asymptotic variance, Cramer-Rao, CI
- HW3: Hypothesis Testing, p-value, likelihood ratio test
- HW4: Linear Regression, correlation and covariance, matrix ranks
- HW5: Logistic Regression, GD, Bayes Optimal, K-means
- HW6: PCA, Polynomial Regression, Bayes and logistic, k-means