Author_Institution :
Dept. of Appl. Math., Nanyang Inst. of Technol., Nanyang, China
Abstract :
In this paper, based on the raw data from the patients in hospital, data are analyzed with the correlation analysis, multiple regression analysis, stepwise regression and so on. the correlation relationship between the initial insulin dosage of diabetes patients and sexuality, age, body high, weight, diet intake, amount of exercise, blood sugar, urine glucose, urine protein, blood creatinine, concurrent infection et al. are studied, and by stepwise regression analysis, and the relation formulate between Insulin dosage and its key influence factors: blood sugar and urine protein are derived, which may give some guide to clinical medical treatment.
Keywords :
biochemistry; blood; correlation methods; diseases; molecular biophysics; patient treatment; proteins; regression analysis; blood creatinine; blood sugar; clinical medical treatment; concurrent infection; correlation analysis; correlation influence factor analysis; diabetes patients; insulin dosage; insulin therapy; multiple regression analysis; stepwise regression analysis; urine glucose; urine protein; Correlation; Diabetes; Equations; Insulin; Mathematical model; Proteins; Regression analysis; Insulin dosage; blood sugar; collinearity; correlation analysis; diabetes mellitus; hypothesis testing; multiple regression analysis; stepwise regression; urine protein;
