Mposterior package provides a general framework for estimating a median of subset posterior measures (Mposterior). Each subset posterior measure is represented as a matrix of posterior samples; rows represent the atoms and columns index the dimensions. All subset measures are represented as list of matrices; length of the list equals the number of subsets (or machines). The distance between subset posterior measures and Mposterior is measured using the RBF kernel. Mposterior is represented as a weighted combination of empirical measures based on subsets measures. These weights are estimated using Weiszfeld algorithm implemented in this package.
Package details 


Author  Sanvesh Srivastava <sanvesh@gmail.com> 
Date of publication  20140602 01:27:39 
Maintainer  Sanvesh Srivastava <sanvesh@gmail.com> 
License  GPL (>= 3) 
Version  0.1.2 
URL  http://www.stat.duke.edu/~ss602/Mposterior/Mposterior.html 
Package repository  View on CRAN 
Installation 
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