Research Article

College Students’ Psychological Health Analysis Based on Multitask Gaussian Graphical Models

Algorithm 1

Method for multitask Gaussian psychological model.
Input: multivariate samples from conditions
Output: networks, one for each condition
(1)for each do
(2) Calculate generalized correlation matrix using correlation measures
(3)end for
(4)Use cvxpy module to optimize (9) above
(5) Solution of the optimization problem in (9)
(6) Using
(7) Using updates column by column until convergence for i in [1,K]
(8)Solution of the optimization problem in (8),
(9)for each do
(10) Generate networks k from
(11)end for