This paper is review the Epidemiological modeling on threshold measuring measurement using probability and Mathematical Statistics.Mathematical models which would estimate the probable longevity of the infected and the extent of the usefulness of preventive measures Mathematical models that are purely threshold developed with less viability of applications.Some of the important and theoretical models developed include in the review.