Improved Functional Causal Likelihood-Based Causal Discovery Method for Diabetes Risk Factors

Table 1

Correlation coefficients and values of variable pairs for the dataset.

Variable pair	Correlation coefficient	value
No. of times pregnant and age	0.56	0
No. of times pregnant and diastolic blood pressure	0.21	0
No. of times pregnant and insulin	0.14	0
No. of times pregnant and triceps skin fold thickness	0.11	0.003
No. of times pregnant and plasma glucose concentration	0.11	0.001
Plasma glucose concentration and insulin	0.38	0
Plasma glucose concentration and age	0.27	0
Plasma glucose concentration and BMI	0.23	0
Plasma glucose concentration and diastolic blood pressure	0.21	0
Plasma glucose concentration and triceps skin fold thickness	0.17	0
Plasma glucose concentration and diabetes pedigree function	0.10	0.005
Diastolic blood pressure and age	0.33	0
Diastolic blood pressure and BMI	0.28	0
Diastolic blood pressure and triceps skin fold thickness	0.20	0
Diastolic blood pressure and insulin	0.10	0.005
Triceps skin fold thickness and BMI	0.54	0
Triceps skin fold thickness and insulin	0.16	0
Triceps skin fold thickness and age	0.12	0.001
Insulin and age	0.19	0
Insulin and BMI	0.17	0
BMI and diabetes pedigree function	0.12	0.001