Data and codes for the case study of HGWR

All codes for the reproducible case study of the HGWR model. All necessary provided codes are reproducible to recreate Figure 6-10 in the manuscript. Intermediate results are also provided for double check. Please read the "Experiment_CaseStudy.qmd" file to reproduce this case study.

Please distinguish file types by their names:

• The file "Experiment_CaseStudy.qmd" is the main document. It shows how to reproduce the simulation experiment of the HGWR model and compare it with GWR and HLM. In this file, figures numbered 6-10 in the manuscript are recreated.
• Files with names of pattern "data*" are data used in this case study. The housing price data are collected from a data set on Kaggle. The POI and boundary data are collected from the Internet.
• Files with names of pattern "model*.rda" are calibrated models.
• The file "settings.yml" includes some configurations for this experiment.

The document can be previewed by opening "Experiment_CaseStudy.html" with your browser.