Homework |
Topics |
Due |
Solutions |
hw_01.pdf |
Hoeffding's inequality, KS test, Brownian bridge, kernel density estimation, Hölder smoothness, higher order kernels, CV for KDE bandwidth selection |
Tuesday, Feb 4th |
hw_01_sol.pdf |
hw_02.pdf |
Multivariate KDE, far-between-ness of points in high-dimensional space, N-W and local polynomial estimators, CV for bandwidth selection |
Thursday, Feb 20th |
hw_02_sol.pdf |
hw_03.pdf |
Cox-deBoor recursion, largest eigenvalue of a matrix, smoothing and penalized splines, Lindeberg CLT, least-squares splines |
Tuesday, Mar 4th |
hw_03_sol.pdf |
hw_04.pdf |
Orthogonal series estimator, backfitting, sparse backfitting, bootstrap |
Tuesday, Apr 1st |
|
hw_05.pdf |
Influence functions, Edgeworth expansion, bootstrap, residual and wild bootstrap in regression |
Tuesday, Apr 15th |
|