Quantile generalized measures of correlation

DOI10.1007/s11222-024-10414-8zbMath1539.62039MaRDI QIDQ6547761

Falong Tan, Xinyu Zhang, Xu Guo, Niwen Zhou, Hongwei Shi

Publication date: 31 May 2024

Published in: Statistics and Computing (Search for Journal in Brave)

zbMATH Keywords

confidence intervalmachine learning methodsquantile correlationgeneralized measure of correlation

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Measures of association (correlation, canonical correlation, etc.) (62H20)

Cites Work

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• Measuring and testing dependence by correlation of distances
• Ball Covariance: A Generic Measure of Dependence in Banach Space
• Model-Free Feature Screening for Ultrahigh-Dimensional Data
• A simple measure of conditional dependence
• A new coefficient of correlation
• Detecting Novel Associations in Large Data Sets
• Partial martingale difference correlation
• Measuring multivariate association and beyond
• Generalized random forests
• Globally adaptive quantile regression with ultra-high dimensional data
• Robust model-free feature screening via quantile correlation
• Composite quantile regression and the oracle model selection theory
• High-dimensional classification using features annealed independence rules
• Quantile regression in partially linear varying coefficient models
• Limiting distributions for \(L_1\) regression estimators under general conditions
• Statistical dependence: beyond Pearson's \(\rho\)
• Model-free feature screening via a modified composite quantile correlation
• Hypothesis testing for regional quantiles
• Local Linear Quantile Regression
• Local Composite Quantile Regression Smoothing: An Efficient and Safe Alternative to Local Polynomial Regression
• Stability Selection
• Variance Estimation Using Refitted Cross-Validation in Ultrahigh Dimensional Regression
• Feature Screening via Distance Correlation Learning
• Generalized Measures of Correlation for Asymmetry, Nonlinearity, and Beyond
• Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension
• Martingale Difference Correlation and Its Use in High-Dimensional Variable Screening
• CONDITIONAL MARGINAL TEST FOR HIGH DIMENSIONAL QUANTILE REGRESSION
• Quantile function regression and variable selection for sparse models
• Quantile Correlations and Quantile Autoregressive Modeling
• Conditional Distance Correlation
• Projection correlation between two random vectors
• Algorithmic Learning Theory
• Regional quantile regression for multiple responses

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