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Bayesian inference for network-based models with a linear inverse structure
13 references·10 citing·39 second hop
Bayesian inference for network-based models with a linear inverse structure (2010)Bayesian inference for network-based mode…Statistical Inference for Transit System Origin-Destination Matrices (2010)Statistical Inference for Tra…Statistical inference for time varying origin–destination matrices (2008)Statistical inference for tim…Bayesian Inference for Origin-Destination Matrices of Transport Networks Using the EM Algorithm (2005)Bayesian Inference for Origin…Inferring origin–destination trip matrices with a decoupled GLS path flow estimator (2004)Inferring origin–destination …Computation of Equilibrium Distributions of Markov Traffic-Assignment Models (2004)Computation of Equilibrium Di…Some comments on origin–destination matrix estimation (2003)Some comments on origin–desti…Estimation of origin–destination matrices from link flows on uncongested networks (2000)Estimation of origin–destinat…Some Remarks on Stochastic User Equilibrium (1998)Some Remarks on Stochastic Us…A stochastic user equilibrium path flow estimator (1997)A stochastic user equilibrium…Dynamic Processes and Equilibrium in Transportation Networks: Towards a Unifying Theory (1995)Dynamic Processes and Equilib…Large Population Approximations of a General Stochastic Traffic Assignment Model (1993)Large Population Approximatio…Estimation of trip matrices from traffic counts and survey data: A generalized least squares estimator (1984)Estimation of trip matrices f…Inferences on trip matrices from observations on link volumes: A Bayesian statistical approach (1983)Inferences on trip matrices f…Path-Based Origin-Destination Matrix Estimation Utilizing Macroscopic Traffic Dynamics (2024)Path-Based Origin-Destination…Data driven origin–destination matrix estimation on large networks—A joint origin–destination-path-choice formulation (2024)Data driven origin–destinatio…The emergence of stochastic user equilibria in day-to-day traffic models (2022)The emergence of stochastic u…Spatio-temporally constrained origin–destination inferring using public transit fare card data (2022)Spatio-temporally constrained…Stochastic programming approach for static origin–destination matrix reconstruction problem (2021)Stochastic programming approa…A Dynamic Hierarchical Bayesian Model for the Estimation of day-to-day Origin-destination Flows in Transportation Networks (2020)A Dynamic Hierarchical Bayesi…Path Travel Time Estimating Method by Incomplete Traffic Data (2018)Path Travel Time Estimating M…Statistical models for the estimation of the origin-destination matrix from traffic counts (2017)Statistical models for the es…Statistical methods for comparison of day-to-day traffic models (2015)Statistical methods for compa…A Bayesian approach to traffic estimation in stochastic user equilibrium networks (2013)A Bayesian approach to traffi…Some developments in equilibrium traffic assignment (1980)The most likely trip matrix estimated from traffic counts (1980)The optimisation of traffic count locations in road networks (2005)C-logit stochastic user equilibrium model: formulations and solution algorithm (2010)Dynamic origin–destination demand flow estimation under congested traffic conditions (2013)A probabilistic multipath traffic assignment model which obviates path enumeration (1971)The theory and practice of econometrics (1986)Development of origin–destination matrices using mobile phone call data (2014)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)The path most traveled: Travel demand estimation using big data resources (2015)On Stochastic Models of Traffic Assignment (1977)Time-evolving O-D matrix estimation using high-speed GPS data streams (2015)Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs (2020)Continuous equilibrium network design models (1979)Recursive Methods in Economic Dynamics (1989)State-dependent stochastic networks. 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Approximations and applications with continuous diffusion limits (1998)A payoff-based learning procedure and its application to traffic games (2008)Robust optimization of distance-based tolls in a network considering stochastic day to day dynamics (2017)The existence, uniqueness and stability of traffic equilibria (1979)A General Fixed-Point Approach to Multimode Multi-User Equilibrium Assignment with Elastic Demand (1997)Projected Dynamical Systems in the Formulation, Stability Analysis, and Computation of Fixed-Demand Traffic Network Equilibria (1997)Modelling network travel time reliability under stochastic demand (2004)Urban transportation networks: Equilibrium analysis with mathematical programming methods (1986)10.1007/978-1-4899-4485-6 (2000)Model Representation & Decision-Making in an Ever-Changing World: The Role of Stochastic Process Models of Transportation Systems (2013)A general stochastic process for day-to-day dynamic traffic assignment: Formulation, asymptotic behaviour, and stability analysis (2016)Day-to-day dynamic traffic assignment with imperfect information, bounded rationality and information sharing (2020)Transportation Network Analysis (1997)Agent-based traffic assignment: going from trips to behavioral travelers (2009)Bayesian Demand Calibration for Dynamic Traffic Simulations (2011)Sensor location model for O/D estimation: Multi-criteria meta-heuristics approach (2019)Estimation of origin–destination matrices from link counts and sporadic routing data (2011)Estimation of mean and covariance of peak hour origin–destination demands from day-to-day traffic counts (2014)A unified framework for estimating or updating origin/destination matrices from traffic counts (1988)The estimation of origin-destination matrices by constrained generalised least squares (1991)Estimation of origin-destination matrices from link traffic counts on congested networks (1992)Traffic Estimation and Optimal Counting Location Without Path Enumeration Using Bayesian Networks (2008)Optimal traffic plate scanning location for OD trip matrix and route estimation in road networks (2009)Estimation of origin-destination matrix from traffic counts: the state of the art (2011)
this work references cited by second hop

References

  • 1984Estimation of trip matrices from traffic counts and survey data: A generalized least squares estimator500 cited
  • 1995Dynamic Processes and Equilibrium in Transportation Networks: Towards a Unifying Theory382 cited
  • 1983Inferences on trip matrices from observations on link volumes: A Bayesian statistical approach376 cited
  • 2000Estimation of origin–destination matrices from link flows on uncongested networks156 cited
  • 1997A stochastic user equilibrium path flow estimator154 cited
  • 1993Large Population Approximations of a General Stochastic Traffic Assignment Model94 cited
  • 2003Some comments on origin–destination matrix estimation90 cited
  • 2008Statistical inference for time varying origin–destination matrices89 cited
  • 2004Inferring origin–destination trip matrices with a decoupled GLS path flow estimator89 cited
  • 2004Computation of Equilibrium Distributions of Markov Traffic-Assignment Models81 cited
  • 2005Bayesian Inference for Origin-Destination Matrices of Transport Networks Using the EM Algorithm66 cited
  • 1998Some Remarks on Stochastic User Equilibrium47 cited
  • 2010Statistical Inference for Transit System Origin-Destination Matrices47 cited

Cited by

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

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23 cited
  • 2013A Bayesian approach to traffic estimation in stochastic user equilibrium networks21 cited
  • 2017Statistical models for the estimation of the origin-destination matrix from traffic counts21 cited
  • 2015Statistical methods for comparison of day-to-day traffic models19 cited
  • 2022Spatio-temporally constrained origin–destination inferring using public transit fare card data15 cited
  • 2022The emergence of stochastic user equilibria in day-to-day traffic models13 cited
  • 2024Data driven origin–destination matrix estimation on large networks—A joint origin–destination-path-choice formulation8 cited
  • 2021Stochastic programming approach for static origin–destination matrix reconstruction problem6 cited
  • 2024Path-Based Origin-Destination Matrix Estimation Utilizing Macroscopic Traffic Dynamics6 cited
  • 2018Path Travel Time Estimating Method by Incomplete Traffic Data4 cited