13. WHY USE R?
Open Source
Programing Language
Visulization
14. WHY USE R?
Open Source
Programing Language
Visulization
Community
15. WHY USE R?
Open Source
Programing Language
Visulization
Community
Flexible
16. WHY USE R?
Open Source
Programing Language
Visulization
Community
Flexible
Powerful
17. WHY USE R?
Open Source
Programing Language
Visulization
Community
Flexible
Object-Oriented
Powerful
18. WHY USE R?
Open Source
中国 俗语Ob ject-Oriented
Programing Language
‘yauh Visulization
peng, yauh leng’
Community
Flexible
Powerful
19. GIS IN R
• Analyze spatial data without QGIS or ArcGIS
• Simplest data
• Provide Many GIS Packages
• Applied Spatial Data Analysis with R (Roger S. Bivand,
Edzer Pebesma and V. Gómez-Rubio/ UseR! Series, Springer 2nd ed. 2013)
20. SHINY IN R
> install.packages(shiny)
> library(shiny)
> runApp()
- Interactive
- Reactive UI
- Base on Twitter - Bootstrap
- HTML, CSS, javascript & jQuery
24. SPATIAL ECONOMETRIC ANALYSIS IN R
Import Spatial Data
- PostGIS
- readWKT
- SpatialDataFrame
- Police Box
- Grid Map of the
Busan
25. SPATIAL ECONOMETRIC ANALYSIS IN R
Import Spatial Data Interpolation
- PostGIS
- readWKT
- SpatialDataFrame
- Police Box
- Grid Map of the
Busan
26. SPATIAL ECONOMETRIC ANALYSIS IN R
Import Spatial Data Interpolation
- PostGIS
- readWKT
- SpatialDataFrame
- Police Box
- Grid Map of the
Busan
- Ordinary Kriging
- SpatialPointsData
Frame
- Nugget model
27. SPATIAL ECONOMETRIC ANALYSIS IN R
Import Spatial Data Interpolation spatial autocorrelation
- PostGIS
- readWKT
- SpatialDataFrame
- Police Box
- Grid Map of the
Busan
- Ordinary Kriging
- SpatialPointsData
Frame
- Nugget model
28. SPATIAL ECONOMETRIC ANALYSIS IN R
Import Spatial Data Interpolation spatial autocorrelation
- PostGIS
- readWKT
- SpatialDataFrame
- Police Box
- Grid Map of the
Busan
- Ordinary Kriging
- SpatialPointsData
Frame
- Nugget model
- Local Test
- Global Test
- First law of Geography
- GeographicallyWeighted
Regression
29. SPATIAL ECONOMETRIC ANALYSIS IN R
Import Spatial Data Interpolation spatial autocorrelation GWR
- PostGIS
- readWKT
- SpatialDataFrame
- Police Box
- Grid Map of the
Busan
- Ordinary Kriging
- SpatialPointsData
Frame
- Nugget model
- Local Test
- Global Test
- First law of Geography
- GeographicallyWeighted
Regression
30. Waldo R. Tobler
SPATIAL ECONOMETRIC ANALYSIS IN R
First law of Geography
Import Spatial Data Interpolation spatial autocorrelation GWR
- PostGIS
- readWKT
- SpatialDataFrame
- Police Box
- Grid Map of the
Busan
- Ordinary Kriging
- SpatialPointsData
Frame
- Nugget model
- Local Test
- Global Test
- First law of Geography
- GeographicallyWeighted
Regression
!
"Everything is related to
everything else, but near things
are more related to each other"