4 papers
Predictive Criteria for Prior Selection Using Shrinkage in Linear Models
Dean Dustin, Bertrand Clarke, Jennifer Clarke
Choosing a shrinkage method can be done by selecting a penalty from a list of pre-specified penalties or by constructing a penalty based on the data. If a list of penalties for a c…
Modeling association in microbial communities with clique loglinear models
Adrian Dobra, Camilo Valdes, Dragana Ajdic +2
There is a growing awareness of the important roles that microbial communities play in complex biological processes. Modern investigation of these often uses next generation sequen…
A General Hybrid Clustering Technique
Saeid Amiri, Bertrand Clarke, Jennifer Clarke +1
Here, we propose a clustering technique for general clustering problems including those that have non-convex clusters. For a given desired number of clusters , we use three stag…
An ensemble approach to improved prediction from multitype data
Jennifer Clarke, David Seo
We have developed a strategy for the analysis of newly available binary data to improve outcome predictions based on existing data (binary or non-binary). Our strategy involves two…