##plugins.themes.bootstrap3.article.main##

This paper is focused on the logit model of high blood pressure. We discussed logit model in detail and applied it to a real life data of high blood and normal blood pressure of 126 individuals. The analysis generated a model for finding the probability of having high blood pressure and revealed that heartbeat rate followed by weight and then age are factors affecting high blood pressure with a concordant percentage of 95.4.

Downloads

Download data is not yet available.

References

  1. W. Greene, A statistical model for credit scoring, Working Paper #92-29, Department of Economics, Stern School of Business, New York University, New York, 1992.
     Google Scholar
  2. K. Rose, Just the essentials of essential hypertension, Healthline, 2015.
     Google Scholar
  3. American Heart Association (2017). Understanding blood pressure reading, www.heart.org/HEARTORG/.../HighBloodPressure/.../Understanding-Blood-Pressure-...
     Google Scholar
  4. Blood Pressure UK (1017). High blood pressure Medication, http://www.bloodpressureuk.org/BloodPressureandyou/Medicines
     Google Scholar
  5. R. E. Ogunsakin, R. B. Ogunrinde, O. Omotoso, and O. B. Adewale,” On regression analysis of the relationship between age and blood cholesterol on blood pressure,” International Journal of Scientific and Technology Research, 2012, 1(9):p.92.
     Google Scholar
  6. I. C. McManus, “Biomodality of blood pressure levels,” Statistics in Medicine,vol. 2, p.253,1983.
     Google Scholar
  7. D. R. Hales,. An invitation to health: Taking charge of your life 4th ed.. Benjamin| Cumming Publishing Company, 1989. ISBN 0805301526, 9780805301526
     Google Scholar
  8. J. P. Cunha. (2014.) High blood pressure (Hypertension), http://www.medicinenet.com/high_blood_pressure_hypertension/article.htm
     Google Scholar
  9. C. Nordqvis., (2017). Hypertension: Cause, symptoms and treatments, Medical News Today, W. D. Doyle, “Magnetization reversal in films with biaxial anisotropy,” in Proc. 1987 INTERMAG Conf., 1987, pp. 2.2-1-2.2-6.
     Google Scholar
  10. J. Albright. (2015). What is the difference between logit and probit models? https://www.methodsconsultants.com/tutorial/what-is-the-difference-.
     Google Scholar
  11. W. Green, Econometrics Analysis, 7th ed. Prentice Hall, Upper Saddle River, NJ, 2011.
     Google Scholar
  12. P. Allison. (2015). What’s so special about logit? http://statisticalhorizons.com/whats-so-special-about-logit
     Google Scholar