Table 2 Summary statistics for individual variables across all visits, covering mean, standard deviation (SD), the upper and lower quartiles (i.e., 25% and 75%, respectively), and the Jensen-Shannon divergence (JS-div.).

From: Synthetic data generation for a longitudinal cohort study – evaluation, method extension and reproduction of published data analysis results

Variable

Dataset

Mean

SD

Median

25%

75%

JS-div.

Fett_p

Real Data

34.35

5.66

34.34

30.64

38.09

VAMBN

34.46

5.98

33.96

30.34

38.08

\(0.11\pm 0.02\)

VAMBN-FT

34.48

6.07

33.99

30.23

38.26

\(0.10\pm 0.01\)

VAMBN-MT

34.48

6.08

34.03

30.26

38.18

\(0.11\pm 0.01\)

EW_p

Real Data

12.99

2.20

12.85

11.50

14.27

VAMBN

13.14

2.18

12.96

11.63

14.47

\(0.09\pm 0.02\)

VAMBN-FT

13.19

2.23

13.0

11.64

14.54

\(0.09\pm 0.02\)

VAMBN-MT

13.23

2.3

13.04

11.6

14.64

\(0.09\pm 0.01\)

ZUCK_p

Real Data

26.96

6.72

26.75

22.37

31.31

VAMBN

26.12

5.88

25.69

22.26

29.28

\(0.15\pm 0.02\)

VAMBN-FT

26.1

6.86

25.51

21.28

30.27

\(0.11\pm 0.02\)

VAMBN-MT

26.09

7.25

25.63

20.95

30.55

\(0.09\pm 0.02\)

ZUZU_p

Real Data

13.12

5.68

12.48

9.09

16.28

VAMBN

12.63

5.13

11.85

9.31

14.96

\(0.15\pm 0.03\)

VAMBN-FT

12.92

6.01

11.94

8.73

15.92

\(0.10\pm 0.01\)

VAMBN-MT

12.98

6.34

11.86

8.53

16.22

\(0.10\pm 0.02\)

Age

Real Data

9.27

4.43

8.98

5.14

12.98

VAMBN

10.56

4.62

10.57

6.62

14.57

\(0.21\pm 0.02\)

VAMBN-FT

10.56

4.63

10.55

6.69

14.44

\(0.21\pm 0.02\)

VAMBN-MT

10.56

4.63

10.53

6.59

14.49

\(0.21\pm 0.01\)