Model estimation
nWe consider three classes of empirical models
•Linear models of urban land cover
•“Models 1-3”
•Linear models of the change in urban land cover
•“Models 4-6”
•Log-linear models of urban land cover
•“Models 7-10”
•
nEach approach has different relative merits
•Linear models – simplicity and sample size
•Change in urban land use – endogeneity
•Log linear – interaction and capture of non-linear impact