These are the notes I took for a Master’s course Nonparametric Methods. The recommended textbook is Applied Nonparametric Statistical Methods, Fourth Edition by Sprent, P. and Smeeton, N.C. (2007).

First, we’re going to introduce some basic concepts in nonparametric statistics.