* Spatial Data Analysis [#b8266fd2]

** 1. Introduction [#bec01cd2]
- Outline of the lecture, guidance
- [[lecture note (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM13-01.pdf]]

** 2. Basics of GIS and Spatial Data Analysis (1) [#oa3efc9f]
- GIS data structure and management
- [[lecture note (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM13-02.pdf]]

** 3. Basics of GIS and Spatial Data Analysis (2) [#o08d9fae]
- [[data >http://web.sfc.keio.ac.jp/~maunz/asakura_sp/asakura_sp_data_1101.zip]]
- [[exercise with R>asakura_sp_chap02]]

** 4. Comparison between regions (1) [#b86c3943]
- Modifiable Areal Unit Problem (MAUP), test of mean value, Gini index, etc.
- [[lecture note (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM13-04.pdf]]

** 5.Comparison between regions (1) [#l17681e1]
- [[exercise with R>asakura_sp_chap03]]

** 6. Thematic map [#ze840e75]
- [[lecture note (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM13-06.pdf]]
- [[exercise with R>asakura_sp_chap04]]

** 7. Spatial correlation (1) [#hbb84eb7]
- Spatial neighborhood matrix, spatial weight matrix, spatial correlation, Moran's I, Geary's C, Local Moran's I
- [[lecture note (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM12-07.pdf]]
- [[exercise>http://web.sfc.keio.ac.jp/~maunz/SI07/Moran'sI.xls]]

** 8. Spatial correlation (2) [#c7781b01]
- [[exercise with R>asakura_sp_chap05]]

** 9. Spatial risk analysis [#v25edeaa]
- Relative risk, poisson probability, etc.
- [[lecture note 1(PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM13-09.pdf]]
- [[lecture note 2(PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/Chap06_1101.pdf]]
- [[exercise with R>asakura_sp_chap06]]

** 10. Spatial clustering (1)  [#ya0ff013]
- Quadrat method, chi square test, test of spatial clustering
- [[lecture note 1 (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM13-10.pdf]]
- [[lecture note 2 (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/Chap08_1101.pdf]]

** 11. Spatial clustering (2) [#h04bc4e3]
- [[exercise with R>asakura_sp_chap08]]

** 12. Spatial interpolation (1) [#j9b809b5]
- Spatial prediction, spatial interpolation, Kriging, Variogram
- [[lecture note (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM13-12.pdf]]

** 13. Spatial interpolation (2) [#s58e29d8]
- [[exercise with R>asakura_sp_chap09]]

** 14. Spatial econometrics (1) [#wb82a741]
- [[lecture note (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/SDM13-14.pdf]]

** 15. Spatial econometrics (2) [#a2f8b095]
- [[lecture note  (PDF)>http://web.sfc.keio.ac.jp/~maunz/SI07/Chap10_1101.pdf]]
- [[exercise with R>asakura_sp_chap10]]

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