Miyamura, Masashi; Kano, Yutaka - In: Journal of Multivariate Analysis 97 (2006) 7, pp. 1525-1550
A new Gaussian graphical modeling that is robustified against possible outliers is proposed. The likelihood function is weighted according to how the observation is deviated, where the deviation of the observation is measured based on its likelihood. Test statistics associated with the...