Figure 2 - uploaded by Sui Zhang
Content may be subject to copyright.
Download
View publication
True parameter surfaces.

True parameter surfaces.

Source publication
Figure 2. True parameter surfaces.
Figure 3. Optimal bandwidth from MGWR and MGPM.
Figure 4. RMSE for each parameter surface from MLM, MGWR, and MGPM.
Figure 5. RSS for MLM, MGWR, and MGPM.
Figure A1. Recovered parameter estimate surfaces from a single...
Multilevel Geographical Process Models (MGPMs): A Novel Framework for Modeling Individual-and Multi-Level Spatial Process Heterogeneity
Conference Paper
Full-text available
  • May 2024
Scale, context, and heterogeneity have been central issues in geography. From a quantitative standpoint, accurately identifying the scale and context at which geographical processes operate and capturing their spatial heterogeneity have been challenging tasks. Despite various prominent developments in spatial modeling literature, there is a lack of...
Cite
Download full-text

Context in source publication

Context 1
... then repeated this process 100 times to examine the robustness of the results. The true parameter surfaces are visualized in Figure 2. ...

Similar publications

Share of foreigners employed over the total employment (SFE). Quantile...
Local R² (a) and Local Condition Number (b)
Local beta (Adj-t)(a). Quantile map
Local R² (a) and local condition number (b)
Local beta (Adj-t)(a). Quantile map
Multiscale dimensions of the foreign working citizens participation to the Italian labour market: intra-regional heterogeneities across the North–South divide
Article
Full-text available
  • Jul 2024
This article delves into the distinctive intra- and interregional geographical heterogeneity of Italy, emphasizing demographic and socio-economic variations and the role of foreign employment, considering the labour market as a fundamental driver for migration and local inclusion. The article identifies a gap in understanding the employed foreign p...
View