Yeow Meng Thum, Hierarchical Linear Models for Multivariate Outcomes, Journal of Educational and Behavioral Statistics, Vol. 22, No. 1 (Spring, 1997), pp. 77-108 ...

The hierarchical generalized linear model (HGLM) is presented as an explicit, two-level formulation of a multilevel item response model. In this paper, it is shown that the HGLM is equivalent to the ...

We adapt a semi-Bayesian hierarchical modeling framework to jointly characterize the space–time variability of seasonal precipitation totals and precipitation extremes across the Northern Great Plains ...