Table 6 Summary of visual and statistical modeling techniques utilized by selected SDSS
Article | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Spatial visualization modeling | ||||||||||||
Buffered zones | ✓ | ✓ | ✓ | |||||||||
Point or polygon overlay | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |||
Choropleth maps | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
Heat/density/risk maps | ✓ | ✓ | ✓ | ✓ | ||||||||
Spatial statistics modeling | ||||||||||||
Spatial scan | ✓ | ✓ | ✓ | ✓ | ||||||||
Spatial autocorrelation algorithms | ✓ | ✓ | ||||||||||
Space–time k-function | ✓ | ✓ | ||||||||||
Knox test | ✓ | ✓ | ||||||||||
Network modeling | ✓ | |||||||||||
k-nearest neighbor | ✓ | ✓ | ||||||||||
Non-spatial statistics modeling | ||||||||||||
Correlation | ✓ | |||||||||||
Anomaly detection | ✓ | |||||||||||
Support vector machine | ✓ | |||||||||||
Bayesian model | ✓✓ | |||||||||||
SIR model | ✓ | |||||||||||
Regression | ✓ | ✓ |