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Interpreting Multiple Linear Regression Summary

On Wed, 9 Nov 2011, David Winsemius wrote:

            
David,

   That's because I attached the data frame before running the model.

   However, looking again at the scatter plots of the individual predictor variables
with the response variable answered my question after I posted it. There are
no patterns to the relationships in these scatter plots so there's nothing
to model. I became caught up in the repetitive processing for all these data
and stopped really seeing what was in front of me.

My apologies to the list,

Rich