Gaetano Romano

Detecting Abrupt Changes in the Presence of Local Fluctuations and Autocorrelated Noise

Paul Fearnhead, Guillem Rigaill, Gaetano Romano, 2020, Journal of the American Statistical Association.

Changes in microbial utilization and fate of soil carbon following the addition of different fractions of anaerobic digestate to soils

M. Stutter, K. Semple, A. Lag-Brotons, 2021, European Journal of Soil Science.

Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics

P. Fearnhead, I. Eckley, G. Rigaill, 2021, J. Mach. Learn. Res..

Online non-parametric changepoint detection with application to monitoring operational performance of network devices

P. Fearnhead, I. Eckley, G. Romano, 2022, Comput. Stat. Data Anal..

gfpop: An R Package for Univariate Graph-Constrained Change-Point Detection

P. Fearnhead, T. Hocking, F. Afghah, 2020, J. Stat. Softw..

A Log-Linear Non-Parametric Online Changepoint Detection Algorithm based on Functional Pruning

P. Fearnhead, I. Eckley, Gaetano Romano, 2023, IEEE Transactions on Signal Processing.

A Constant-per-Iteration Likelihood Ratio Test for Online Changepoint Detection for Exponential Family Models

P. Fearnhead, I. Eckley, Kes Ward, 2023, 2302.04743.