A sociologists first reaction upon studying automated variable selection routines was that they had the danger of

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A sociologist’s first reaction upon studying automated variable selection routines was that they had the danger of leading to “crass empiricism” in theory building.

From a theoretical perspective, describe the dangers with such methods.What guidelines would you suggest for avoiding these problems?

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