pysal / mgwr

Multiscale Geographically Weighted Regression (MGWR)

Home Page:https://mgwr.readthedocs.io/

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Information about the effect of the else independent variable on the dependent variable

TongCWei opened this issue · comments

I want to know about the effect of the else independent variable that I did not take into account in the modeling on the dependent variable is contained in the constant term or the residual term?It's been bothering me for a long time. Thanks!

Hi Tong!

@ASFotheringham and @Ziqi-Li argue that the "spatially-structured" component to an omitted variable is generally captured in the intercept. A "spatially-independent" component would be captured in the residual. This is a common argument (see Pace & LeSage from 2010), that the spatial component of these models "picks up" on these spatially-structured components of an omitted variable.