#Spatial Durbin model

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Tutorial Spatial Analysis Part 1 of 2

Spatial regression in Python: OLS diagnostics, spatial lag and spatial error models with spreg

Fit spatial regression models in Python with PySAL's spreg on real West Yorkshire house prices: test the OLS residuals for spatial autocorrelation, read the Lagrange Multiplier diagnostics, fit spatial lag and spatial error models, compare them by AIC and log-likelihood, interpret direct, indirect and total impacts, and check how much the spatial weights matter.

Intermediate 18 min read