In this section, selected mathematical modelling methods will be applied to the processed data. First, inspection whether the data are spatially autocorrelated will be conducted. Afterwards, Geographically Weighted Regression will be applied, with Residential Land Price as dependent variable.
- Investigating Spatial Autocorrelation
- Global Autocorrelation
- Local Autocorrelation
- Spatial distribution of moran statistics for price
- Spatial distribution of moran statistics for area
- Spatial distribution of moran statistics for nearest bus stop distance
- Spatial distribution of moran statistics for nearest metro station distance
- Spatial distribution of moran statistics for nearest tram stop distance
- Spatial distribution of moran statistics for nearest train station distance
- Geographically Weighted Regression
- Fitting Ordinary Least Squares Model
- Fitting GWR model