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

Modeling Hurricanes using Principle Component Analysis in conjunction with Non-Response Analysis