  This paper demonstrates how principle component analysis can be used to
determine the distinct factors that house the terms that explain the variance
among the co-dependent variables and how non-response analysis can be applied
to model the non-functional relationship that exist in a dynamic system.
Moreover, the analysis indicates that there are pumping actions or ebb and flow
between the pressure and the water temperature readings near the surface of the
water days before a tropical storm forms in the Atlantic Basin and that there
is a high correlation between storm conditions and buoy conditions three-four
days before a storm forms. Further analysis shows that that the relationship
among the variables is conical.
