@InProceedings{wiedemann_et_al:LIPIcs.GIScience.2023.11, author = {Wiedemann, Nina and Martin, Henry and Westerholt, Ren\'{e}}, title = {{Benchmarking Regression Models Under Spatial Heterogeneity}}, booktitle = {12th International Conference on Geographic Information Science (GIScience 2023)}, pages = {11:1--11:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-288-4}, ISSN = {1868-8969}, year = {2023}, volume = {277}, editor = {Beecham, Roger and Long, Jed A. and Smith, Dianna and Zhao, Qunshan and Wise, Sarah}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2023.11}, URN = {urn:nbn:de:0030-drops-189064}, doi = {10.4230/LIPIcs.GIScience.2023.11}, annote = {Keywords: spatial machine learning, spatial non-stationarity, Geographically Weighted Regression, local models, geostatistics} }