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ArticleA Bayesian approach for modeling origin–destination matrices

Konstantinos Perrakis2011

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A Bayesian approach for modeling origin–destination matrices

Konstantinos Perrakis · Dimitris Karlis · Mario Cools · Davy Janssens · Koen Vanhoof · Geert Wets

42 citations·0/0 files stored·Transportation Research Part A Policy and Practice

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Transportation Planning and Optimization Statistical Methods and Bayesian Inference Traffic Prediction and Management Techniques

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References

1983Simulation Run Length Control in the Presence of an Initial Transient 2009Transportation Systems Analysis: Models and Applications 1983Inferences on trip matrices from observations on link volumes: A Bayesian statistical approach 2006Household travel surveys: Where are we going?2005A study of an integrated intercity travel demand model 2008Statistical inference for time varying origin–destination matrices 2005Bayesian Inference for Origin-Destination Matrices of Transport Networks Using the EM Algorithm 2008Markov models for Bayesian analysis about transit route origin–destination matrices

Cited by

2015An analysis of Asian airlines efficiency with two-stage TOPSIS and MCMC generalized linear mixed models 2013A Bayesian approach to traffic estimation in stochastic user equilibrium networks 2023Time-dependent estimation of origin–destination matrices using partial path data and link counts 2021A Bayesian Method for Dynamic Origin–Destination Demand Estimation Synthesizing Multiple Sources of Data 2023Intermunicipal travel networks of Mexico during the COVID-19 pandemic

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2020A Dynamic Hierarchical Bayesian Model for the Estimation of day-to-day Origin-destination Flows in Transportation Networksarticle · 4 shared references 2018Statistical inference of probabilistic origin-destination demand using day-to-day traffic dataarticle · 3 shared references 2017Stochastic travel demand estimation: Improving network identifiability using multi-day observation setsarticle · 3 shared references 2010Bayesian inference for network-based models with a linear inverse structurearticle · 3 shared references 2021Estimating the route-level passenger demand profile from bus dwell timesarticle · 3 shared references 2021Rapidex: A Novel Tool to Estimate Origin–Destination Trips Using Pervasive Traffic Dataarticle · 3 shared references

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Year2011

Typearticle

Published2011-07-24

VenueTransportation Research Part A Policy and Practice

ISSN-L0965-8564

Languageen

Citations42

Files0 public / 0

ShelfTransportation Planning and Optimization

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doi10.1016/j.tra.2011.06.005

openalex_workW2115160295

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2024Using traffic assignment models to assist Bayesian inference for origin–destination matrices

2013A study on the generalized TFlowFuzzy O-D estimation

2017A bi-level Random Forest based approach for estimating O-D matrices: Preliminary results from the Belgium National Household Travel Survey