I'm wondering if anyone can tell me whether using the spatial statistics tools such as Getis Ord Gi* "hot spot" analysis in ESRI's ArcGIS is advisable when your input data is an averaged value, e.g. the average income in a census tract. I don't know enough about the mathematics going on under the hood in the spatial statistics toolset to determine whether using averaged census data would introduce error into the analysis.