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Alternative tree structures for estimating nested logit models with mixed preference data 用于估计具有混合偏好数据的嵌套logit模型的备选树结构
Transportmetrica Pub Date : 2010-10-01 DOI: 10.1080/18128600903401236
C. Wen
{"title":"Alternative tree structures for estimating nested logit models with mixed preference data","authors":"C. Wen","doi":"10.1080/18128600903401236","DOIUrl":"https://doi.org/10.1080/18128600903401236","url":null,"abstract":"The methods used with data from a single source are inadequate to the challenge of modelling choice behaviour with data from multiple sources. Two distinct formulations, namely the non-normalised nested logit and utility-maximising nested logit models, have been proposed to estimate discrete choice models with mixed revealed preference and stated preference data, in which each data type has the multinomial logit or nested logit form. The article uses two alternative nested logit model formulations to demonstrate how to correctly set up tree structures for estimating nested logit models with mixed preference data. This article provides formulae for recovering correct utility function, dissimilarity and scale parameter estimates. Estimations and correction procedures are empirically illustrated and can be applied to other nested logit models with multiple data sources.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"291 - 309"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600903401236","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"59925262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
A two-stage stochastic model for airline network design with uncertain demand 需求不确定的航空网络设计的两阶段随机模型
Transportmetrica Pub Date : 2010-07-01 DOI: 10.1080/18128600902906755
Ta-Hui Yang
{"title":"A two-stage stochastic model for airline network design with uncertain demand","authors":"Ta-Hui Yang","doi":"10.1080/18128600902906755","DOIUrl":"https://doi.org/10.1080/18128600902906755","url":null,"abstract":"This study addresses airline network design problems with stochastic demand. The airline network design problem aims to determine hub location, flight routes and flow allocation. The hub location decision is a long-term investment and will not vary according to different demand levels. On the other hand, the determination of flight routes and flow allocation are short-term decisions and may change due to seasonal demand variation. A two-stage stochastic model was proposed to formulate the problem. The first-stage problem corresponds to hub location decision, while the second-stage corresponds to flight route determination and flow allocation based upon the hub location from the first stage and realised uncertain demand. Finally, a contrived network and a real network are used to test the proposed model.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"187 - 213"},"PeriodicalIF":0.0,"publicationDate":"2010-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600902906755","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"59925000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 28
Direct and indirect factors affecting emissions of cars and motorcycles in Taiwan 影响台湾汽车及摩托车排放的直接及间接因素
Transportmetrica Pub Date : 2010-07-01 DOI: 10.1080/18128600903168108
Yu-Chiun Chiou, Tai-Chieh Chen
{"title":"Direct and indirect factors affecting emissions of cars and motorcycles in Taiwan","authors":"Yu-Chiun Chiou, Tai-Chieh Chen","doi":"10.1080/18128600903168108","DOIUrl":"https://doi.org/10.1080/18128600903168108","url":null,"abstract":"This article proposes Direct Correlation (DC) models and Integrated Correlation (IC) models for cars and motorcycles emissions, respectively. The DC models regress emissions on vehicle-related variables (i.e. direct factors), while the IC models further account for such variables (i.e. indirect factors) as driver/rider demographics, vehicle mileages travelled and regional types by using structural equation modelling. Results show that vehicle characteristics are the most influencing factors affecting hydrocarbon and carbon monoxide emissions. The old vehicles with small engine, manual transmission, high cumulative mileages travelled, using unleaded gasoline #92 and 2-stroke engine (for motorcycle) can be identified as ‘high-emitting’ vehicles. The second most influencing construct is the driver/rider demographics. The aged, male, low-educated car drivers and motorcyclists with high income and long driving/riding experience tend to use high-emitting vehicles.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"215 - 233"},"PeriodicalIF":0.0,"publicationDate":"2010-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600903168108","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"59924788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Inter-city bus scheduling for allied carriers 联盟运营商的城际巴士调度
Transportmetrica Pub Date : 2010-07-01 DOI: 10.1080/18128600902853197
Chia-Hung Chen, S. Yan, Chih-Hwang Tseng
{"title":"Inter-city bus scheduling for allied carriers","authors":"Chia-Hung Chen, S. Yan, Chih-Hwang Tseng","doi":"10.1080/18128600902853197","DOIUrl":"https://doi.org/10.1080/18128600902853197","url":null,"abstract":"Inter-city bus carriers have increasingly entered into alliances with other carriers as a means of forming complete networks and improving operation efficiency. Vehicle fleet routing and timetable setting are not only important in inter-city bus carrier operations, but are also related to alliance effects. The setting of a good timetable cannot only enhance the allied inter-city bus carriers’ operating performance, but also be a useful reference for alliance decision-making. In this research, we develop several coordinated scheduling models by combining vehicle fleet routing and timetable setting. To evaluate the models, we perform a case study using real operating data from two Taiwan inter-city bus carriers. The preliminary results are good, showing that the models could be useful for inter-city bus carrier's alliances.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"7 1","pages":"161 - 185"},"PeriodicalIF":0.0,"publicationDate":"2010-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600902853197","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"59924883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 18
Heuristic algorithms for simulation-based dynamic traffic assignment 基于仿真的动态交通分配启发式算法
Transportmetrica Pub Date : 2010-04-01 DOI: 10.1080/18128600802630281
C. Tong, S. C. Wong
{"title":"Heuristic algorithms for simulation-based dynamic traffic assignment","authors":"C. Tong, S. C. Wong","doi":"10.1080/18128600802630281","DOIUrl":"https://doi.org/10.1080/18128600802630281","url":null,"abstract":"This study reviews and compares two heuristic algorithms: methods of successive averages and route swapping, which are commonly used in simulation-based dynamic traffic assignment models. A new hybrid algorithm that has the advantages of both algorithms is introduced. As finding a unique solution cannot be guaranteed, the concept of solution reliability is suggested for the formulation of convergence criterion. An example network is used to illustrate the method.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"120 - 97"},"PeriodicalIF":0.0,"publicationDate":"2010-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600802630281","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"60523694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Ownership and competition in European transit: assessing efficiency 欧洲运输的所有权和竞争:评估效率
Transportmetrica Pub Date : 2010-04-01 DOI: 10.1080/18128600903034342
M. Karlaftis
{"title":"Ownership and competition in European transit: assessing efficiency","authors":"M. Karlaftis","doi":"10.1080/18128600903034342","DOIUrl":"https://doi.org/10.1080/18128600903034342","url":null,"abstract":"Ownership and competition and their effect on public transit system efficiency is a topic of considerable interest. In this article, we use a stochastic frontier error component model specification that incorporates a dynamic ARCH error structure to assess the effects of ownership and competition on European public transport systems using data from 15 European systems for a 10-year time period (1990–2000). Results indicate: (i) a clear rejection of the standard frontier model and existence of ARCH-related heteroskedastic technical inefficiency; (ii) transport operators in cities where competition has been introduced to demonstrate increased efficiency and (iii) efficiency findings vary between different error formulations.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"143 - 160"},"PeriodicalIF":0.0,"publicationDate":"2010-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600903034342","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"59924778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 44
Multiclass first-order modelling of traffic networks using discontinuous flow-density relationships 基于不连续流密度关系的交通网络多类一阶建模
Transportmetrica Pub Date : 2010-04-01 DOI: 10.1080/18128600902857925
D. Ngoduy
{"title":"Multiclass first-order modelling of traffic networks using discontinuous flow-density relationships","authors":"D. Ngoduy","doi":"10.1080/18128600902857925","DOIUrl":"https://doi.org/10.1080/18128600902857925","url":null,"abstract":"Recently, the modelling of heterogeneous traffic flow has gained significant attention from traffic theorists. The influence of slow vehicles (e.g. trucks) on traffic operations has been studied both from a micro and macroscopic level. Though multiclass traffic models have been successfully developed in literature, few of them are adequately used to describe traffic network operations. To this end, this article aims to propose a model to study the (heterogeneous) traffic network operations based on the macroscopic modelling approach. More specifically, on the one hand, we introduce an extension of the classic Lighthill–Whitham–Richards model to describe multiclass traffic operations in the network. The proposed model is based on solving a system of hyperbolic partial differential equations describing multiclass traffic dynamics with discontinuous fluxes. On the other hand, a dynamic routing algorithm is applied to determine the turning flow at nodes based on the information provision of the current network situation. Numerical results have shown that the proposed model can capture some real traffic phenomena in multiclass traffic networks.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"121 - 141"},"PeriodicalIF":0.0,"publicationDate":"2010-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600902857925","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"59924930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 63
Measuring transport efficiency with adjustment of accidents: case of Taipei bus transit 以事故调整衡量交通效率:以台北市公交为例
Transportmetrica Pub Date : 2010-04-01 DOI: 10.1080/18128600802630265
Erwin T. J. Lin, L. Lan, Agnes K. Y. Chiu
{"title":"Measuring transport efficiency with adjustment of accidents: case of Taipei bus transit","authors":"Erwin T. J. Lin, L. Lan, Agnes K. Y. Chiu","doi":"10.1080/18128600802630265","DOIUrl":"https://doi.org/10.1080/18128600802630265","url":null,"abstract":"While producing the desirable outputs (transport services), a bus transit occasionally also produces accidents, which may lead to fatalities, serious injuries, slight injuries and/or property losses. As such, without explicitly taking into account the negative effects of accidents on the outputs when measuring efficiency for bus transit, the interpretation of results could be misleading. To be more rational, this article proposes a stochastic production frontier model that incorporates the effects of accidents into the measurement. A case study with 10 Taipei bus transit carriers over 2001–2006 is carried out. The results show that the ranking of technical efficiency with consideration of accidents has significantly differed from that without accounting for accidents. The managerial implications suggest that bus carriers can level up their productive efficiency not only by means of decreasing the inputs and/or increasing the desirable outputs, but also by way of ameliorating their safety records.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"79 - 96"},"PeriodicalIF":0.0,"publicationDate":"2010-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600802630265","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"60523623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 16
Bayesian approach with the power prior for road safety analysis 道路安全分析的幂先验贝叶斯方法
Transportmetrica Pub Date : 2010-01-01 DOI: 10.1080/18128600902929609
Soobeom Lee, Jaisung Choi, Seong W. Kim
{"title":"Bayesian approach with the power prior for road safety analysis","authors":"Soobeom Lee, Jaisung Choi, Seong W. Kim","doi":"10.1080/18128600902929609","DOIUrl":"https://doi.org/10.1080/18128600902929609","url":null,"abstract":"Drawing inference from current data could be more reliable if similar data based on previous studies are used. We propose a full Bayesian approach with the power prior to utilize these data. The power prior is constructed by raising the likelihood function of the historical data to the power where . The power prior is a useful informative prior in Bayesian inference. We use the power prior to estimate regression coefficients and to calculate the accident reduction factors of some covariates including median strips and guardrails. We also compare our method with the empirical Bayes method. We demonstrate our results with several sets of real data. The data were collected for two rural national roads of Korea in the year 2002. The computations are executed with the Metropolis–Hastings algorithm which is a popular technique in the Markov chain and Monte Carlo methods.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"39 - 51"},"PeriodicalIF":0.0,"publicationDate":"2010-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600902929609","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"59924734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Incorporating passenger perceived service quality in airport ground access mode choice model 基于旅客感知服务质量的机场地面访问方式选择模型
Transportmetrica Pub Date : 2010-01-01 DOI: 10.1080/18128600902929583
M. Tam, W. Lam, H. Lo
{"title":"Incorporating passenger perceived service quality in airport ground access mode choice model","authors":"M. Tam, W. Lam, H. Lo","doi":"10.1080/18128600902929583","DOIUrl":"https://doi.org/10.1080/18128600902929583","url":null,"abstract":"This article presents the incorporation of air passenger perceived service quality in the calibration of airport ground access mode choice model. Structural Equation Modelling is used to construct a ‘satisfaction’ latent variable to relate air passenger perception on the airport ground access modes with the characteristics of the trip and of the passengers themselves. The ‘satisfaction’ latent variable is incorporated into the discrete choice model, which is used for evaluating the ground access modal split pattern at Hong Kong International Airport (HKIA). The model results indicated that satisfaction level is associated with mode utility. By incorporating the ‘satisfaction’ latent variable into the discrete choice model, air passenger ground access mode choice behaviour is then modelled more precisely. Hence, a better understanding on the demand for various ground access mode choices at HKIA can be obtained.","PeriodicalId":49416,"journal":{"name":"Transportmetrica","volume":"6 1","pages":"17 - 3"},"PeriodicalIF":0.0,"publicationDate":"2010-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/18128600902929583","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"59925124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 52
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