2 papers
stat.ME2025
Change-Points Detection and Support Recovery for Spatially Indexed Functional Data
Fengyi Song, Decai Liang, Changliang Zou
Large volumes of spatiotemporal data, characterized by high spatial and temporal variability, may experience structural changes over time. Unlike traditional change-point problems,…
stat.ME2023
Prediction De-Correlated Inference: A safe approach for post-prediction inference
Feng Gan, Wanfeng Liang, Changliang Zou
In modern data analysis, it is common to use machine learning methods to predict outcomes on unlabeled datasets and then use these pseudo-outcomes in subsequent statistical inferen…