I'm a student trying to see how mulitple regression might be used to
predict levels of interest in interactive video presentations based on
pre-picked attributes of the content in the video.  My question is
whether anyone has seen anything done like this before, academic or
proprietary??  Has anyone seen this done using a different method of
analysis?

Since there are potentially millions of attributes that could affect
interest (or some large unknown number), and only 4 are really
examined, the expected levels of significance are very small for each
attribute.  Is this Ok as long as the Variance Influence Factors and
other error levels are within tolerance?

Thanks,
David
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