Distribution-free conditional median inference

DOI10.1214/21-EJS1910zbMath1471.62333arXiv2102.07967OpenAlexW3204305394MaRDI QIDQ2233585

Dhruv Medarametla, Emmanuel J. Candès

Publication date: 11 October 2021

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2102.07967

zbMATH Keywords

distribution-freequantile regressionnonparametric inferencemedian regressionconformal inference

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric tolerance and confidence regions (62G15)

Related Items

Conformal prediction: a unified review of theory and new challenges

Uses Software

• PredictiveRegression
• conformalInference

Cites Work

• Predictive inference with the jackknife+
• Distribution-Free Predictive Inference For Regression
• On-line predictive linear regression
• Is distribution-free inference possible for binary regression?
• Conditional quantile processes based on series or many regressors
• The Nonexistence of Certain Statistical Procedures in Nonparametric Problems
• Distribution-Free Prediction Sets
• The limits of distribution-free conditional predictive inference
• ASYMPTOTIC THEORY FOR NONLINEAR QUANTILE REGRESSION UNDER WEAK DEPENDENCE
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