Analysis to identify predictors of current hypertension


Problem: A clinician is performing a multiple regression analysis to identify predictors of current hypertension status (classified as normotensive or no hypertension, pre-hypertensive and hypertensive) among people with type 2 diabetes mellitus in Bangladesh. He is considering gender, age, body mass index, education level (up to year 11/above year 11), area of residence (urban/rural), duration of diabetes, adherence to treatment (yes/no), creatinine level, and kidney function (classified as normal or mild, moderate, severe or dialysis) as the potential predictors into the multiple regression model. What type of regression method you recommend? Do you have any further feedback/comment on his data analysis plan? Discuss briefly. No data analysis required.

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Other Subject: Analysis to identify predictors of current hypertension
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