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Abstract: We study Bayesian models and methods for analysing network traffic counts in problems of inference about the traffic intensity between directed pairs of origins and destinations in networks. This is a class of problems very recently discussed by Vardi in a 1996 JASA article, and of interest in both communication and transportation network studies. The current paper develops the theoretical framework of variants of the origin-destination flow problem, and introduces Bayesian approaches to... (Update)
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21: Network tomography: Estimating source-destination traffic intensities from link .. (context) - Vardi - 1996
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BibTeX entry: (Update)
Claudia Tebaldi and Mike West. Bayesian inference on network traffic using link count data. Technical report, Institute of Statistics and Decision Sciences Working Paper 16, Duke University, 1996. http://citeseer.ist.psu.edu/tebaldi96bayesian.html More
@article{ tebaldi98bayesian,
author = "Claudia Tebaldi and Mike West",
title = "{Bayesian} Inference on Network Traffic Using Link Count Data",
journal = "Journal of the American Statistical Association",
volume = "93",
number = "442",
pages = "557--576",
year = "1998",
url = "citeseer.ist.psu.edu/tebaldi96bayesian.html" }
Citations (may not include all citations):744 Matrix Computations (context) - Golub, Van Loan - 1983
461 Markov Chain Monte Carlo in Practice (context) - Gilks, Richardson et al. - 1996
381 Markov chains for exploring posterior distributions (context) - Tierney - 1994
79 Network tomography: Estimating source-destination traffic in.. (context) - Vardi - 1996
27 Urban Transportation Networks: Equilibrium Analysis with Mat.. (context) - Sheffi - 1985
15 CODA: Convergence diagnosis and output analysis software for.. - Best, Cowles et al. - 1995
6 The most likely trip matrix estimated from traffic counts (context) - Van Zuylen, Willumsen - 1980
5 INTEGRATION: An overview of traffic simulation features (context) - Van Aerde, Hellinga et al. - 1996
5 Inferences on trip matrices from observations on link volume.. (context) - Maher - 1983
4 Poisson gravity models of spatial flows (context) - Smith - 1987
3 Maximum likelihood estimation of gravity model parameters (context) - Sen - 1986
3 Implementation and solution of a large asymmetric network eq.. (context) - Berka, Boyce - 1994
3 Statistical inference for gravity models in transportation f.. - West - 1994
2 A regression formulation of the matrix estimation problem (context) - McNeil, Hendrickson - 1985
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