Parameter estimation for Gipps’ car following model in a Bayesian framework

QR Code

Parameter estimation for Gipps’ car following model in a Bayesian framework

Car following model is an important part in traffic modelling and has attracted a lot of attentions in the literature. As the proposed car following models become more complex with more components, reliably estimating their parameters becomes crucial to enhance model predictive performance. While mo...

Full description

Bibliographic Details
Main Authors:	Ting, S., Lymburn, T., Stemler, T., Sun, Y., Small, Michael
Format:	Journal Article
Published:	2024
Online Access:	http://purl.org/au-research/grants/arc/IC180100030 http://hdl.handle.net/20.500.11937/96071

Similar Items

A Bayesian approach for parameter estimation in multi-stage models
by: Pham, Hoa, et al.
Published: (2019)

Approximate bayesian estimates of weibull parameters with Lindley’s method
by: Guure, Chris Bambey, et al.
Published: (2014)

Bayesian parameter and reliability estimate of Weibull failure time distribution
by: Guure, Chris Bambey, et al.
Published: (2014)

Bayesian estimation of two-parameters Rayleigh-logarithmic using Lindley approximation
by: Nazri, Fatin Syazwani, et al.
Published: (2021)

Reservoir computing with swarms
by: Lymburn, T., et al.
Published: (2021)

A Bayesian approach to analyzing phenotype microarray data enables estimation of microbial growth parameters
by: Gerstgrasser, Matthias, et al.
Published: (2016)

Exploratory structural equation modelling and Bayesian estimation
by: Gucciardi, Daniel, et al.
Published: (2016)

Target strength estimates of red emperor (Lutjanus sebae) with Bayesian parameter calibration
by: Gastauer, Sven, et al.
Published: (2016)

Bayesian approach for estimating the parameters of the time-to-failure distribution and its percentiles under power degradation model
by: Laila Naji Ba Dakhn,, et al.
Published: (2024)

Aspects of recursive Bayesian estimation
by: West, Mike
Published: (1982)

Comparison on modelling the relative risk estimation: Bayesian study
by: M. Elobaid, Rafida, et al.
Published: (2010)

A new car-following model accounting for varying road condition
by: Tang, T., et al.
Published: (2012)

Bayesian estimation for Poisson process models with grouped data and covariate
by: Arasan, Jayanthi, et al.
Published: (2013)

Bayesian noise estimation in the modulation domain
by: Singh, M., et al.
Published: (2018)

A new car-following model with consideration of roadside memorial
by: Tang, T., et al.
Published: (2011)

Bayesian estimation and model selection of a multivariate smooth transition autoregressive model
by: Livingston, G., et al.
Published: (2019)

Properties of Bayesian student model for INQPRO
by: Ting, Choo-Yee, et al.
Published: (2012)

Model updating frameworks for the estimation of lateral soil-pile interaction parameters
by: Ioakim, Andreas
Published: (2025)

A study on the behaviour of microscopic car-following models in urban settings
by: Peursum, Sarah
Published: (2015)

Bayesian Road Estimation Using Onboard Sensors
by: Garcia Fernandez, Angel, et al.
Published: (2014)

A comparison between bayesian and maximum likelihood estimations in estimating finite mixture model for financial data
by: Seuk, Yen Phoong, et al.
Published: (2015)

Analyzing trip cost with no late arrival under car-following model
by: Tang, T., et al.
Published: (2015)

Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology
by: Tan, E., et al.
Published: (2023)

Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning
by: Pisharady, Pramod Kumar, et al.
Published: (2017)

Network representations of attractors for change point detection
by: Tan, E., et al.
Published: (2023)

Bayesian minimax estimation of the normal model with incomplete prior covariance matrix specification
by: Pham, DucSon, et al.
Published: (2010)

Generalisation of prior information for rapid Bayesian time estimation
by: Roach, Neil, et al.
Published: (2016)

Comparison of the Bayesian and maximum likelilhood estimation for Weibull distribution
by: Al Omari, Mohammed Ahmed, et al.
Published: (2010)

Bayesian survival estimator for Weibull distribution with censored data.
by: Mohammed Ahmed, Al Omari, et al.
Published: (2011)

Conceptual change modeling using Dynamic Bayesian network
by: Ting, Choo Yee, et al.
Published: (2006)

A Bayesian approach for estimation of coefficients of variation of normal distributions
by: Warisa Thangjai,, et al.
Published: (2021)

Public urged to follow car window tinting regulations
by: Mohd Rashidi, Qirana Nabilla
Published: (2024)

Driver's car following headway on single carriageway roads
by: Che Puan, Othman, et al.
Published: (2002)

Driver's car following headway on single carriageway roads
by: Che Puan, Othman
Published: (2004)

Hierarchical Bayesian estimation for stationary autoregressive models using reversible jump MCMC algorithm
by: Suparman, S., et al.
Published: (2018)

Bayesian inference of spatially correlated random parameters for on-farm experiment
by: Zhanglong, Cao, et al.
Published: (2022)

Multiple Sensors Data Integration for Traffic Incident Detection Using the Quadrant Scan
by: Zaitouny, A., et al.
Published: (2022)

Technical planning parameters for the development of future car models with reference to the optimal works structure for the manufacture of car bodies
by: Rutherford, Oliver Stuart
Published: (2006)

A fuzzy control based self-optimizing PID model for autonomous car following on highway
by: Wang, Q., et al.
Published: (2015)

A parallel genetic algorithm-based TSK-Fuzzy system for dynamic car-following modeling
by: Purnomo, Muhammad Ridwan Andi, et al.
Published: (2009)