Spatial change points detection in nonparametric regression models

2026/07/24 by Shijie Gao, Yunxia Li
Economics, Econometrics and Finance · Environmental Science · Medicine · #Data-Driven Disease Surveillance #Soil Geostatistics and Mapping #Spatial and Panel Data Analysis

paper · doi:10.1007/s11222-026-10934-5

openalex publication_date 2026/07/24 · openalex created_date 2026/07/25 · openalex updated_date 2026/07/25

Citations

• Geographical and Temporal Weighted Regression (GTWR)
• Optimal detection of changepoints with a linear computational cost
• Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity
• A Cluster Analysis Method for Grouping Means in the Analysis of Variance
• Detection of spatial change points in the mean and covariances of multivariate simultaneous autoregressive models
• Detection of spatiotemporal changepoints: a generalised additive model approach
• Geographically weighted quantile regression for count Data
• Risk Adjusted Continuous Monitoring of Postoperative Mortality After Cardiac Surgery
• Efficient Likelihood-Based Temporal Changepoint Detection in Spatio-Temporal Processes