Nonparametric Independence Tests: Space Partitioning and Kernel Approaches

BOOK CHAPTER published 2008 in Lecture Notes in Computer Science

Authors: Arthur Gretton | László Györfi

Strongly consistent nonparametric tests of conditional independence

JOURNAL ARTICLE published June 2012 in Statistics & Probability Letters

Authors: László Györfi | Harro Walk

Nonparametric Tests for Independence

REFERENCE ENTRY published in SpringerReference

Asymptotic Efficiency of Nonparametric Independence Tests

BOOK CHAPTER published 30 June 1995 in Asymptotic Efficiency of Nonparametric Tests

Strongly Consistent Detection for Nonparametric Hypotheses

BOOK CHAPTER published 2015 in Measures of Complexity

Authors: László Györfi | Harro Walk

Nonparametric Tests of Independence.

REPORT published 1 February 1979

Authors: Jean-Pierre Carmichael

Nonparametric sequential prediction of time series

JOURNAL ARTICLE published April 2010 in Journal of Nonparametric Statistics

Authors: Gérard Biau | Kevin Bleakley | László Györfi | György Ottucsák

A conditional distribution function based approach to design nonparametric tests of independence and conditional independence

PROCEEDINGS ARTICLE published March 2010 in 2010 IEEE International Conference on Acoustics, Speech and Signal Processing

Authors: Sohan Seth | Jose C. Principe

LMP Tests for Independence

BOOK CHAPTER published April 2007 in Nonparametric Inference

Strongly universally consistent nonparametric regression and classification with privatised data

JOURNAL ARTICLE published 1 January 2021 in Electronic Journal of Statistics

Authors: Thomas B. Berrett | László Györfi | Harro Walk

TESTS FOR INDEPENDENCE

BOOK CHAPTER published December 2017 in Nonparametric Statistics

A Consistent Goodness of Fit Test Based on the Total Variation Distance

BOOK CHAPTER published 1991 in Nonparametric Functional Estimation and Related Topics

Authors: László Györfi | Edward C. Meulen

Independence and Correlation

BOOK CHAPTER published 19 December 2011 in Nonparametric Statistical Tests

InClass nets: independent classifier networks for nonparametric estimation of conditional independence mixture models and unsupervised classification

JOURNAL ARTICLE published 1 June 2022 in Machine Learning: Science and Technology

Research funded by U.S. Department of Energy (DE-SC0010296) | University of Florida (CLAS Dissertation Fellowship)

Authors: Konstantin T Matchev | Prasanth Shyamsundar

Principles of Nonparametric Learning

BOOK published 2002

Editors: László Györfi

Nonparametric Tests of Independence for Censored Data.

REPORT published 1 July 1980

Authors: Ramesh M. Korwar | Ram C. Dahiya

Nonparametric Regression Estimation

BOOK CHAPTER published 2002 in Principles of Nonparametric Learning

Authors: L. Györfi | M. Kohler

A consistent specification test of independence

JOURNAL ARTICLE published January 1997 in Journal of Nonparametric Statistics

Authors: John Xu Zheng

Nonparametric Tests of Independence and Goodness-of-Fit for Censored Data.

REPORT published 1 December 1981

Authors: Ramesh M. Korwar

Strongly Consistent Nonparametric Forecasting and Regression for Stationary Ergodic Sequences

JOURNAL ARTICLE published 1999 in Journal of Multivariate Analysis

Authors: Sidney Yakowitz | László Györfi | John Kieffer | Gusztáv Morvai