Incorporating the multi-cross-sectional temporal effect in Geographically Weighted Logit Regression

Information Systems and Computing Technology - Proceedings of the International Conference on Information Systems and Computing Technology, ISCT 2013

Volumn , Issue , 2013, Pages 3-14

  Wu, Kaizhao ^a   Liu, Biao ^b   Huang, Bo ^b   Lei, Z ^c  

^a Land and Resources Information Center of Guangdong   (China)

^b CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^c SHANGHAI INSTITUTE OF TECHNICAL PHYSICS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION SYSTEMS; INFORMATION USE; REGRESSION ANALYSIS;

LAND USE CHANGE ANALYSIS; LAND USE CHANGE MODELING; LAND-COVER CHANGE; NEIGHBORING POINT; SPATIAL NON-STATIONARITY; TEMPORAL INTERVALS; WEIGHT FUNCTIONS; WEIGHTING FUNCTIONS;

LAND USE;

EID: 84884515274     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1201/b15789-3     Document Type: Conference Paper

References (6)

1. Anselin, L. and A. Bera. 1998. "Spatial Dependence in Linear Regression Models with an Introduction to Spatial Econometrics." In A. Ullah and D. Giles (eds.), Handbook of Applied Economic Statistics. New York: Marcel Dekker, 237-289.
2. Fotheringham, A.S, Brunsdon C., and Charlton, M.E. 2002. Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. Chichester: Wiley.
3. Hanjin Shi, Lianjun Zhang, and Jianguo Liu. 2006. A new spatial-attribute weighting function for geographically weighted regression. NRC press.
4. Huang, B., Xie, C.L., and Tay, R. (forthcoming2). Land use change modeling using unbalanced support vector machines. Environment and Planning B.
5. Huang, B., Zhang, L., and Wu, B. (forthcoming1). Spatio-temporal analysis of rural-urban land conversion. International Journal of Geographical Information Science.
6. Lagarias, J.C., J.A. Reeds, M.H. Wright, and P.E. Wright, "Convergence Properties of the Nelder-Mead Simplex Method in Low Dimensions" SIAM Journal of Optimization, Vol. 9, Number 1, pp. 112-147, 1998.