More variables than observations


Suppose we have far more variables than observations, so that K>N. We can include at most N-1 variables, at which point the R2 is 1. That suggests that we must select at most N-2 variables, if not N-30 variables. What rules might we use to decide which variables to include?

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Basic Statistics: More variables than observations
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