22 citations · 22 across the 3 of their papers we have counts for
5 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…
Clustering categorical data via ensembling dissimilarity matrices
Saeid Amiri, Bertrand Clarke, Jennifer Clarke
We present a technique for clustering categorical data by generating many dissimilarity matrices and averaging over them. We begin by demonstrating our technique on low dimensional…
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…