OpenAlex | Predictive inference with the jackknife+

Predictive inference with the jackknife+

Work

Year: 2021

Type: article

Abstract: This paper introduces the jackknife+, which is a novel method for constructing predictive confidence intervals. Whereas the jackknife outputs an interval centered at the predicted response of a test p... more

Source: The Annals of Statistics

Authors Rina Foygel Barber, Emmanuel J. Candès, Aaditya Ramdas, Ryan J. Tibshirani

Institutions University of Chicago, Stanford University, Carnegie Mellon University

Cites: 24

Cited by: 184

Related to: 10

FWCI: 17.18

Citation percentile (by year/subfield): 100

Topic: Machine Learning and Data Classification

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze