Modeling

Approach

Correlation

Power Transforms^a

5-fold

LCV Score

Time^b

Structure

Estimate

Means

Dispersions

extended GEE

IND

0

1, $t{\left(i\right)}^{0.5}$

1

037030

84.5

EXCH

−0.01

1, $t{\left(i\right)}^{0.5}$

1

0.36340

202.3

AR1

0.57

$t{\left(i\right)}^{-0.12}$ , $t{\left(i\right)}^3$

1, $t{\left(i\right)}^{-1.5}$

0.41497

222.7

extended LMM

IND

0

$t{\left(i\right)}^{0.3}$ , $t{\left(i\right)}^{0.1}$

1

0.36845

0.5

EXCH

−0.01

1, $t{\left(i\right)}^{0.4}$

1

0.37379

1.7

AR1

0.45

1, $t{\left(i\right)}^{0.4}$

1

0.40509

0.8