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Cross-level bias



Dr. Cohen,



Other factors co-corellate with smoking such as socioeconomic status, 

tendency to move more often etc.  These do not vary linearly between 

or within counties, therefore it is impossible to perform simplistic 

aggregate corrections as you do. 



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