MTH516

General Guidelines

Class schedule : M Th 12:00 –13:15 and Th 17:10

Venue : L11

Office hours: F 2-3pm in FB 553

Exam Schedule: Check DOAA

Useful Links:

Parzen (1962)  and its extension to R^d

KDE and kernels

Multivariate KDE

Epanechnikov's paper on product kernels

Curse of Dimensionality

Tutorial on NW regression by Larry Wasserman

Watson's paper in Sankhya A

Symmetry

Dirichlet distribution

Re-sampling techniques

Avi Wigderson -- "Randomness" and the related article

Run test and the Hypergeometric distribution

Everything About Kolmogorov Was Unusual...

Wald-Wolfowitz's paper

LRT

Completeness of order statistics

Mann-Whitney

Tables/Simulation:

KS , CvM (see p. 229) ,

Normal from one uniform

Books/References:

All of Nonparametric Statistics by Larry Wasserman (LW)

Nonparametric Statistical Inference by Jean Dickinson Gibbons and Subhabrata Chakraborti (GC)

Introduction to the Theory of Nonparametric Statistics by Ronald Herman Randles and Douglas Alan Wolfe (RW)

NP Statistics Using R