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Testing Conditional Independence via Quantile Regression Based Partial
  Copulas
v1v2v3v4 (latest)

Testing Conditional Independence via Quantile Regression Based Partial Copulas

Journal of machine learning research (JMLR), 2020
29 March 2020
Lasse Petersen
N. Hansen
ArXiv (abs)PDFHTML

Papers citing "Testing Conditional Independence via Quantile Regression Based Partial Copulas"

9 / 9 papers shown
Conditional Independence Testing for Discrete Distributions: Beyond
  $χ^2$- and $G$-tests
Conditional Independence Testing for Discrete Distributions: Beyond χ2χ^2χ2- and GGG-testsElectronic Journal of Statistics (EJS), 2023
Ilmun Kim
Matey Neykov
Sivaraman Balakrishnan
Larry A. Wasserman
264
6
0
10 Aug 2023
Discovering Causal Relations and Equations from Data
Discovering Causal Relations and Equations from DataPhysics reports (Phys. Rep.), 2023
Gustau Camps-Valls
Andreas Gerhardus
Urmi Ninad
Gherardo Varando
Georg Martius
E. Balaguer-Ballester
Ricardo Vinuesa
Emiliano Díaz
L. Zanna
Jakob Runge
PINNAI4ClAI4CECML
291
125
0
21 May 2023
Conditional Independence Testing via Latent Representation Learning
Conditional Independence Testing via Latent Representation LearningIndustrial Conference on Data Mining (IDM), 2022
Bao Duong
T. Nguyen
BDLCML
243
9
0
04 Sep 2022
A Simple Unified Approach to Testing High-Dimensional Conditional
  Independences for Categorical and Ordinal Data
A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal DataAAAI Conference on Artificial Intelligence (AAAI), 2022
Ankur Ankan
J. Textor
CML
429
9
0
09 Jun 2022
Evaluating Independence and Conditional Independence Measures
Evaluating Independence and Conditional Independence Measures
Jian Ma
270
3
0
15 May 2022
Nonparametric Conditional Local Independence Testing
Nonparametric Conditional Local Independence TestingAnnals of Statistics (Ann. Stat.), 2022
Alexander Mangulad Christgau
Lasse Petersen
N. Hansen
300
14
0
25 Mar 2022
Local permutation tests for conditional independence
Local permutation tests for conditional independenceAnnals of Statistics (Ann. Stat.), 2021
Ilmun Kim
Matey Neykov
Sivaraman Balakrishnan
Larry A. Wasserman
382
37
0
22 Dec 2021
On Azadkia-Chatterjee's conditional dependence coefficient
On Azadkia-Chatterjee's conditional dependence coefficient
Hongjian Shi
Mathias Drton
Fang Han
274
44
0
15 Aug 2021
Marginalizable Density Models
Marginalizable Density Models
D. Gilboa
Ari Pakman
Thibault Vatter
BDL
286
5
0
08 Jun 2021
1
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