Articles with "conformal inference" as a keyword



Distribution-Free Predictive Inference for Regression

Sign Up to like & get
recommendations!
Published in 2018 at "Journal of the American Statistical Association"

DOI: 10.1080/01621459.2017.1307116

Abstract: ABSTRACT We develop a general framework for distribution-free predictive inference in regression, using conformal inference. The proposed methodology allows for the construction of a prediction band for the response variable using any estimator of the… read more here.

Keywords: distribution free; regression; conformal inference; free predictive ... See more keywords