networkTomography implements the methods developed and evaluated in Blocker and Airoldi (2011) and Airoldi and Blocker (2012). These include the authors' own dynamic multilevel model with calibration based upon a Gaussian statespace model in addition to implementations of the methods of Tebaldi & West (1998; PoissonGamma model with MCMC sampling), Zhang et al. (2002; tomogravity), Cao et al. (2000; Gaussian model with meanvariance relation), and Vardi (1996; method of moments). Data from the 1router network of Cao et al. (2000), the Abilene network of Fang et al. (2007), and the CMU network of Blocker and Airoldi (2011) are included for testing and reproducibility.
Package details 


Author  Alexander W Blocker, Paul Koullick, Edoardo Airoldi 
Date of publication  20140110 07:28:23 
Maintainer  Alexander W Blocker <ablocker@gmail.com> 
License  LGPL2 
Version  0.3 
URL  https://github.com/awblocker/networkTomography 
Package repository  View on CRAN 
Installation 
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