Modeling

Approach

Correlation

Power Transforms^a

5-fold

LCV Score

Time^b

Structure

Estimate

Means

Dispersions

extended GEE

IND

0

$t{\left(i\right)}^{0.54}$

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

038018

13.9

EXCH

0.001

$t{\left(i\right)}^{0.869}$

$t{\left(i\right)}^{0.29}$

0.34712

35.5

AR1

0.10

$t{\left(i\right)}^{0.59}$

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

0.37404

17.6

extended LMM

IND

0

$t{\left(i\right)}^{0.49}$

$t{\left(i\right)}^{8.37}$ , $t{\left(i\right)}^{0.5}$

0.40622

0.4

EXCH

0.42

$t{\left(i\right)}^{0.511}$

$t{\left(i\right)}^{0.2}$

0.36590

1.2

AR1

0.20

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

1, $t{\left(i\right)}^{1.01}$ , $t{\left(i\right)}^{1.01}$

0.37693

0.4