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    Handling missing values when the value is not applicable (spatial regression)

    Hi, I'm preparing data to run regression analysis in a geo-spatial context. I am adding spatial analysis data to housing characteristics, i.e. distance to railway station. I have limited this to a search radius of 1km around each house. The issue is with some variables like close to water...