Distribution-Free Prediction Sets for Two-Layer Hierarchical Models

DOI10.1080/01621459.2022.2060112arXiv1809.07441OpenAlexW4224253092MaRDI QIDQ6144764

Larry Alan Wasserman, Aaditya Ramdas, Unnamed Author

Publication date: 8 January 2024

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1809.07441

zbMATH Keywords

random effectssubsamplingmodel misspecificationconformal prediction

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Unnamed Item
• Predictive inference with the jackknife+
• Distribution-Free Predictive Inference For Regression
• Random-Effects Models for Longitudinal Data
• Predictive inference using latent variables with covariates
• Posterior predictive \(p\)-values
• Standard Errors of Prediction in Generalized Linear Mixed Models
• Random variables with maximum sums
• Distribution-Free Prediction Sets
• Meta-Analysis With Fixed, Unknown, Study-Specific Parameters
• Combining p-values via averaging
• The limits of distribution-free conditional predictive inference
• Least Ambiguous Set-Valued Classifiers With Bounded Error Levels
• Distribution-free Prediction Bands for Non-parametric Regression
• Large‐scale simultaneous inference under dependence

This page was built for publication: Distribution-Free Prediction Sets for Two-Layer Hierarchical Models