Joseph Guinness

8 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-0564-6639

Department of Statistics and Data Science, Cornell University

Publications

• Log-Gaussian Cox process modeling of large spatial lightning data using spectral and Laplace approximations — The Annals of Applied Statistics 2023
• Scalable Gaussian-process regression and variable selection using Vecchia approximations — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Inverses of Matérn covariances on grids — Biometrika 2022
• Baseline drift estimation for air quality data using quantile trend filtering — The Annals of Applied Statistics 2020
• Spectral density estimation for random fields via periodic embeddings — Biometrika 2019
• Compression and Conditional Emulation of Climate Model Output — Journal of the American Statistical Association 2018
• Optimal Seed Deployment Under Climate Change Using Spatial Models: Application to Loblolly Pine in the Southeastern US — Journal of the American Statistical Association 2017
• Interpolation of nonstationary high frequency spatial–temporal temperature data — The Annals of Applied Statistics 2013 (name-matched, not ORCID-linked)