Uchenna Ogoke
University of Port Harcourt, Nigeria
Title: Modeling body mass index (BMI), blood pressure (BP), age and sex to investigate cardiovascular problems
Biography
Biography: Uchenna Ogoke
Abstract
Cardiovascular disease (CVD) is a general term for conditions affecting the heart or blood vessels, usually associated with building up of fat deposits inside the arteries. Majority of individuals with CVD may go about their normal day-to-day schedule of duties without realizing the danger the disease portends. As the severity increases, affected persons become more prone to suffer death. In this study, some risk factors other than family history, diabetes, poor diet, and smoking have been investigated. We modelled the relationship between BMI, BP and Age for male and female separately so as to investigate the fluctuations in the proximity to cardiovascular diseases between male and female individuals. Many studies have shown a couple of significant associations between BP, BMI and Age, but in this study, we will like to predict the likelihood of having abnormal BMI with age to bring to the notice when one is due for check-up to prevent cardiovascular problems using multiple linear regression. A receiver Operating Characteristics (ROC) was done to compare male and female individuals considering their ages and the results show that there seem to be a positive correlation.
Recent Publications:
- Ogoke U.P, Nduka E.C and Soyinka A.T (2016). The Trend of Mood Disorder by Gender. Biometrics and Biostatistics International Journal. USA. Vol. (5). 1.
- Ogoke U.P, Nduka E.C and Ajibola T.S (2016). Cubic Spline Regression: An Application To Early Bipolar Disorder Dynamics. Open Journal of Statistics, USA. Vol.6 1003-1009.
- Ogoke U.P, Nduka E.C and Soyinka, A.T (2016). A Chi-Squared Approach To Obtaining Missing Values On Egg Production. International Journal of Statistics and Applications, USA. Vol.6(6), 386-390.
- Ogoke U.P, Nduka E.C, and Nja M.E.(2015). Bipolar Disorder Investigation Using Modified Logistic Ridge Estimator. International Organisation of Scientific Research (Journal of Mathematics) India.11(1), 12-15.
- Ogoke U.P, Nduka E.C and Nja M.E.(2013).The Logistic Regression Model with a Modified Weight Function in Survival Analysis. Journal of Mathematical Theory and Modeling, USA. 3(8), 12-17.