Inference at the Data’s Edge: Gaussian Processes for Estimation and Inference in the Face of Extrapolation Uncertainty

The authors offer a GP framework and highlight certain use cases. GPs have the ability to incorporate extrapolation uncertainty, widening intervals as predictions rely more heavily on assumptions beyond the observed support. Read the paper here: www.ca…

RP @cambup-polsci.cambridge.org: #OpenAccess from @polanalysis.bsky.social - Inference at the Data’s Edge: Gaussian Processes for Estimation and Inference in the Face of Extrapolation Uncertainty - https://cup.org/3OYFzpn - Soonhong Cho, Doeun Kim & Cha…

#OpenAccess from @polanalysis.bsky.social - Inference at the Data’s Edge: Gaussian Processes for Estimation and Inference in the Face of Extrapolation Uncertainty - https://cup.org/3OYFzpn - Soonhong Cho, Doeun Kim & Chad Hazlett (all UCLA) #FirstView