Homeostasis phenomenon in conformal prediction and predictive distribution functions
type: Item
instance of: scholarly article
title: Homeostasis phenomenon in conformal prediction and predictive distribution functions
author: Zheshi Zheng
author: Minge Xie
published in: International Journal of Approximate Reasoning
publication date: 2022-01-20T00:00:00Z
Mathematics Subject Classification ID: 68T37
zbMATH DE Number: 7460560
zbMATH Keywords: confidence
zbMATH Keywords: predictive distribution
zbMATH Keywords: robustness
zbMATH Keywords: machine learning
zbMATH Keywords: model mis-specification
describes a project that uses: conformalInference
MaRDI profile type: Publication
full work available at URL: j.ijar.2021.09.001
OpenAlex ID: W3200039495
cites work: Q3675249
cites work: Predictive inference with the jackknife+
cites work: Confidence Curves: An Omnibus Technique for Estimation and Testing Statistical Hypotheses
cites work: Q3678498
cites work: Some Problems Connected with Statistical Inference
cites work: Weak and strong consistency of the least squares estimators in regression models
cites work: Prediction, Estimation, and Attribution
cites work: Asymptotic Normality and Consistency of the Least Squares Estimators for Families of Linear Regressions
cites work: Consistency and asymptotic normality of the maximum likelihood estimator in generalized linear models
cites work: Frequentist prediction intervals and predictive distributions
cites work: Distribution-Free Predictive Inference For Regression
cites work: Leveraging the Fisher Randomization Test using Confidence Distributions: Inference, Combination and Fusion Learning
cites work: From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation
cites work: Confidence, Likelihood, Probability
cites work: Q4131415
cites work: Prediction with confidence -- a general framework for predictive inference
cites work: Q4677780
cites work: Nonparametric predictive distributions based on conformal prediction
cites work: Confidence Distribution, the Frequentist Distribution Estimator of a Parameter: A Review
DOI: 10.1016/J.IJAR.2021.09.001
description: scientific article; zbMATH DE number 7460560