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Non-Parametric Statistics

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General non parametrics

A Short Graduate course in Nonparametric Statistical Inference -lecture notes by Howard G. Tucker -148 pages-

Topics in Non-parametric Statistics by Arkadi Nemirovski -197 pages-

Lecture notes on Nonparametric Statistics by Sushama Bendre -25 pages-

Nonparametric Statistics by Steven Arnold -17 pages-

Matched Pairs Binary Data and McNemar's Test by Thomas A. Louis -12 slides-

Nonparametric Statistics by J. Lozano -36 slides-

Empirical Likelihood Methods with Application to Econometrics by Francesco Bravo -36 slides-

Lecture Notes on Nonparametric Density and Regression Estimation by Petra E. Todd - 45 pages -

Lecture notes on Non-parametric Statistics by Dimitris Fouskakis -35 slides-

Lecture notes on Non Parametric Statistics by Evdokia Xekalaki -part A in Greek-

Lecture notes on Non Parametric Statistics by Evdokia Xekalaki -part B in Greek-

Kernel Density Estimation

Nonparametric Regression by Tine Buch-Kromann -76 slides-

Lecture notes on kernel density estination by Bruce E. Hansen - 25 pages -

Kernel density estimation by Patrick Breheny - 32 slides -

Introduction to Nonparametric Regression: Density Estimation by Rauli Susmel -20 pages-

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