3 papers
stat.ME2018
Differential Analysis of Directed Networks
Min Ren, Dabao Zhang
We developed a novel statistical method to identify structural differences between networks characterized by structural equation models. We propose to reparameterize the model to s…
stat.ME2017
Variable Selection for High-dimensional Generalized Linear Models using an Iterated Conditional Modes/Medians Algorithm
Vitara Pungpapong, Min Zhang, Dabao Zhang
High-dimensional linear and nonlinear models have been extensively used to identify associations between response and explanatory variables. The variable selection problem is commo…
stat.ME2013
Generalized Orthogonal Components Regression for High Dimensional Generalized Linear Models
Yanzhu Lin, Min Zhang, Dabao Zhang
Here we propose an algorithm, named generalized orthogonal components regression (GOCRE), to explore the relationship between a categorical outcome and a set of massive variables.…