Nonparametric Statistics

For the exam, you have to learn everything that I will teach you during the semester (definitions, theorems, and proofs). All the questions will be related to the course.

During the first part of the course we will follow the following lecture notes:

Then I will use pages 77-91 of the following Hungarian lecture notes:

Finally I will use Chapter 2 (written by László Györfi, György Ottucsák and András Urbán) of the following homepage:

Sometimes I will supplement the material using the following sources:

For those who need to extend their knowledge of probability, I recommend the book "Probability: Theory and Example" written by Rick Durrett. Note that the book gives also a short introduction into measure theory. It can be downloaded from the author's homepage: