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ArticleBayesian inference for network-based models with a linear inverse structure

Martin L. Hazelton2010

Article2010

Bayesian inference for network-based models with a linear inverse structure

Martin L. Hazelton

35 citations·0/0 files stored·Transportation Research Part B Methodological

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Transportation Planning and Optimization Markov Chains and Monte Carlo Methods Traffic Prediction and Management Techniques

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References

1984Estimation of trip matrices from traffic counts and survey data: A generalized least squares estimator 1995Dynamic Processes and Equilibrium in Transportation Networks: Towards a Unifying Theory 1983Inferences on trip matrices from observations on link volumes: A Bayesian statistical approach 2000Estimation of origin–destination matrices from link flows on uncongested networks 1997A stochastic user equilibrium path flow estimator 1993Large Population Approximations of a General Stochastic Traffic Assignment Model 2003Some comments on origin–destination matrix estimation 2008Statistical inference for time varying origin–destination matrices

Cited by

2020A Dynamic Hierarchical Bayesian Model for the Estimation of day-to-day Origin-destination Flows in Transportation Networks 2013A Bayesian approach to traffic estimation in stochastic user equilibrium networks 2017Statistical models for the estimation of the origin-destination matrix from traffic counts 2015Statistical methods for comparison of day-to-day traffic models 2022Spatio-temporally constrained origin–destination inferring using public transit fare card data

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2018Statistical inference of probabilistic origin-destination demand using day-to-day traffic dataarticle · 7 shared references 2020A Dynamic Hierarchical Bayesian Model for the Estimation of day-to-day Origin-destination Flows in Transportation Networksarticle · 6 shared references 2016Path Flow and Trip Matrix Estimation Using Link Flow Densityarticle · 6 shared references 2013A Bayesian approach to traffic estimation in stochastic user equilibrium networksarticle · 6 shared references 2015Data dependent input control for origin–destination demand estimation using observability analysisarticle · 6 shared references 2019Estimating probability distributions of travel demand on a congested networkarticle · 6 shared references

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Year2010

Typearticle

Published2010-02-12

VenueTransportation Research Part B Methodological

ISSN-L0191-2615

Languageen

Citations35

Files0 public / 0

ShelfTransportation Planning and Optimization

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doi10.1016/j.trb.2010.01.006

openalex_workW2090286706

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2022The emergence of stochastic user equilibria in day-to-day traffic models

2024Data driven origin–destination matrix estimation on large networks—A joint origin–destination-path-choice formulation

2021Stochastic programming approach for static origin–destination matrix reconstruction problem