Table 4.

(A) Multiple Regression Analysis of the Diagnostic Parameters Associated with the Prediction of Diabetes. (B) Multiple Regression Analysis of Diagnostic Parameters without HbA1c Associated with the Prediction of Diabetes.

A Incidence of Diabetes in 2013

	Parameter	β	SE (β)	z value	p value
	HbA1c	3.673	0.399	9.202	<0.0001
	NAFLD	1.014	0.258	3.939	0.0001
	HDL-C	-0.043	0.013	3.357	0.0008
	Gender (female)	0.790	0.296	2.673	0.0075
	Age	-0.040	0.018	2.225	0.0261
	Systolic Blood Pressure	0.015	0.008	1.846	0.0649
β= partial regression coefficient, SE (β)=standard error of β, z value =β/SE (β) AUC = 0.865
B Incidence of Diabetes in 2013
		β	SE (β)	z value	p value
	NAFLD	1.446	0.247	5.854	<0.0001
	HDL-C	-0.039	0.012	3.178	0.0015
	Gender (female)	0.621	0.279	2.228	0.0259
	LDL Choresterol	0.007	0.003	2.130	0.0332
	Systolic Blood Pressure	0.014	0.007	1.967	0.0492
	TG	0.003	0.001	1.966	0.0493

β= partial regression coefficient, SE (β)=standard error of β, z value =β/SE (β) AUC = 0.865