Table III.

Hyperparameters used for random change point model in analysis of cognitive function.

Hyperparameter	Prior 1	Prior 2	Prior 3
${\beta }_{02}^{\ast }$	(40, 0)	(20, −1)	(30,1)
${\beta }_1^{\ast }$	0	−1	1
${\beta }_3^{\ast }$	5	7	9
H02	$\left(\begin{array}{cc}100& 0\\ 0& 100\end{array}\right)$	$\left(\begin{array}{cc}10& 0\\ 0& 10\end{array}\right)$	$\left(\begin{array}{cc}100& 0\\ 0& 100\end{array}\right)$
H1	100	10	100
H3	10	10	100
${\sum }_{02}^{\ast }$	$\left(\begin{array}{cc}200& 0\\ 0& 1\end{array}\right)$	$\left(\begin{array}{cc}200& 0\\ 0& 1\end{array}\right)$	$\left(\begin{array}{cc}20& 0\\ 0& 0.1\end{array}\right)$
ρ	2	2	2
λ11	0.1	0.01	0.001
λ12	0.1	0.01	0.001
λ31	0.1	0.01	0.001
λ32	0.1	0.01	0.001
λ1	0.1	0.01	0.001
λ2	0.1	0.01	0.001