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Bayesian Inference for Origin-Destination Matrices of Transport Networks Using the EM Algorithm

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References

1980The most likely trip matrix estimated from traffic counts623 cited
1984Estimation of trip matrices from traffic counts and survey data: A generalized least squares estimator500 cited
1983Inferences on trip matrices from observations on link volumes: A Bayesian statistical approach376 cited
1991The estimation of origin-destination matrices by constrained generalised least squares289 cited
1987Recursive estimation of origin-destination matrices from input/output counts176 cited
1996Estimation of an origin-destination matrix with random link choice proportions: A statistical approach125 cited
2001Inference for origin–destination matrices: estimation, prediction and reconstruction98 cited

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2015Transit passenger origin–destination flow estimation: Efficiently combining onboard survey and large automatic passenger count datasets62 cited
2008Markov models for Bayesian analysis about transit route origin–destination matrices60 cited
2018Statistical inference of probabilistic origin-destination demand using day-to-day traffic data52 cited
2011A Bayesian approach for modeling origin–destination matrices42 cited
2017Stochastic travel demand estimation: Improving network identifiability using multi-day observation sets42 cited
2021A factorization scheme for observability analysis in transportation networks40 cited

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2010Bayesian inference for network-based models with a linear inverse structure35 cited

2016QZTool—Automatically Generated Origin-Destination Matrices from Cell Phone Trajectories24 cited

2020A Dynamic Hierarchical Bayesian Model for the Estimation of day-to-day Origin-destination Flows in Transportation Networks23 cited

2015Statistical inference on transit route‐level origin–destination flows using automatic passenger counter data20 cited

2017Estimation of Origin-Destination Matrices Based on Markov Chains20 cited

2022Bayesian origin-destination estimation in networked transit systems using nodal in- and outflow counts15 cited

2014A Bayesian Network Model for Origin-Destination Matrices Estimation Using Prior and Some Observed Link Flows13 cited

2020Methodology for O‐D matrix estimation using the revealed paths of floating car data on large‐scale networks13 cited

2024Using traffic assignment models to assist Bayesian inference for origin–destination matrices10 cited

2017Estimation of an Urban OD Matrix Using Different Information Sources9 cited