2 papers
stat.ME2024
Data Sketching and Stacking: A Confluence of Two Strategies for Predictive Inference in Gaussian Process Regressions with High-Dimensional Features
Samuel Gailliot, Rajarshi Guhaniyogi, Roger D. Peng
This article focuses on drawing computationally-efficient predictive inference from Gaussian process (GP) regressions with a large number of features when the response is condition…
stat.AP2023
Predicting Patient No-Shows in Community Health Clinics: A Case Study in Designing a Data Analytic Product
Roger D. Peng
The data science revolution has highlighted the varying roles that data analytic products can play in a different industries and applications. There has been particular interest in…