A primer for working with the Spatial Interaction modeling (SpInt) module in the python spatial analysis library (PySAL)

This primer provides a practical guide to get started with spatial interaction modeling using the SpInt module in the python spatial analysis library (PySAL).

[1]  Eric R. Ziegel,et al.  Generalized Linear Models , 2002, Technometrics.

[2]  M. Batty,et al.  Gravity versus radiation models: on the importance of scale and heterogeneity in commuting flows. , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[3]  M. Aitkin,et al.  A method of fitting the gravity model based on the Poisson distribution. , 1982, Journal of regional science.

[4]  J. T. Wulu,et al.  Regression analysis of count data , 2002 .

[5]  H. Akaike.  A new look at the statistical model identification , 1974 .

[6]  Guillaume Deffuant,et al.  A Universal Model of Commuting Networks , 2012, PloS one.

[7]  Morton E. O'Kelly,et al.  Spatial Interaction Models:Formulations and Applications , 1988 .

[8]  Alan Wilson,et al.  A Family of Spatial Interaction Models, and Associated Developments , 1971 .

[9]  A. Stewart Fotheringham,et al.  A possible solution for the centroid-to-centroid and intra-zonal trip length problems , 2012 .

[10]  Daniel C. Knudsen,et al.  Matrix Comparison, Goodness-of-Fit, and Spatial Interaction Modeling , 1986 .

[11]  Andrew A. Lovett,et al.  Fitting Constrained Poisson Regression Models to Interurban Migration Flows , 2010 .

[12]  J. LeSage,et al.  Spatial Econometric Modeling of Origin-Destination Flows , 2008 .

[13]  A S Fotheringham,et al.  A New Set of Spatial-Interaction Models: The Theory of Competing Destinations † , 1983 .

[14]  Morito Tsutsumi,et al.  Intraregional Flow Problem in Spatial Econometric Model for Origin—Destination Flows , 2012 .

[15]  Wen-Xu Wang,et al.  Universal predictability of mobility patterns in cities , 2013, Journal of The Royal Society Interface.

[16]  A. Stewart Fotheringham,et al.  Local Forms of Spatial Analysis , 2010 .

[17]  D. McFadden.  Conditional logit analysis of qualitative choice behavior , 1972 .

[18]  R. W. Wedderburn.  Quasi-likelihood functions, generalized linear models, and the Gauss-Newton method , 1974 .

[19]  Yongwan Chun,et al.  Modeling network autocorrelation within migration flows by eigenvector spatial filtering , 2008, J. Geogr. Syst..