Using PLS Regression and ECM for Estimating Freight Transport Demand in Tunisia

被引：0
|
作者：
Bouguerra, Hajera [1 ]
Souissi, Besma [2 ]
Benammou, Saloua [1 ]
机构：
[1] Univ Sousse, Fac Sci Econ & Gest, Sousse, Tunisia
[2] Univ Monastir, Fac Sci, Computat Math Lab, Monastir, Tunisia
来源：
INNOVATION AND SUSTAINABLE COMPETITIVE ADVANTAGE: FROM REGIONAL DEVELOPMENT TO WORLD ECONOMIES, VOLS 1-5 | 2012年
关键词：
Road freight transport; ECM; PLS regression;
D O I：
暂无
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
In this study we attempt to estimate the road freight transport demand in Tunisia by two regression methods: the error correction model (ECM) which takes into account the problem of stationary and the Partial least squares regression (PLS) which allows the estimation of this demand despite the strong correlation between variables and show empirically the superiority of this last one.
引用
收藏
页码：517 / +
页数：3
相关论文
共 50 条
  • [21] Estimating the demand for rail freight transport in Pakistan: A time series analysis (vol 14, 100176, 2020)
    Khan, Muhammad Zamir
    Khan, Farzana Naheed
    JOURNAL OF RAIL TRANSPORT PLANNING & MANAGEMENT, 2021, 17
  • [22] Consideration of transport logistics hubs in freight transport demand models
    Huber, Stefan
    Klauenberg, Jens
    Thaller, Carina
    EUROPEAN TRANSPORT RESEARCH REVIEW, 2015, 7 (04)
  • [23] Consideration of transport logistics hubs in freight transport demand models
    Stefan Huber
    Jens Klauenberg
    Carina Thaller
    European Transport Research Review, 2015, 7
  • [24] Estimating Demand function for Gold using the Vector Auto Regression Model
    Palakeel, Prashobh
    Nambiar, Navaneeth M.
    Vishnu, V.
    Deepika, M. G.
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2017, : 224 - 229
  • [25] ESTIMATING THE DEMAND FOR RAILWAY FREIGHT TRANSPORTATION: A CASE STUDY IN KAZAKHSTAN
    Sultanbek, Madiyar
    Adilova, Nazdana
    Sladkowski, Aleksander
    Karibayev, Arnur
    TRANSPORT PROBLEMS, 2023, 18 (03) : 77 - 88
  • [26] Estimating Transport Energy Demand Using Ant Colony Optimization
    Baskan, O.
    Haldenbilen, S.
    Ceylan, H.
    Ceylan, H.
    ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2012, 7 (02) : 188 - 199
  • [27] Economic structural change and freight transport demand in China
    Xu, Xun
    Chase, Nicholas
    Peng, Tianduo
    ENERGY POLICY, 2021, 158
  • [28] Examining changes in GDP on the demand for road freight transport
    Varjan, Pavol
    Rovnanikova, Dominika
    Gnap, Jozef
    12TH INTERNATIONAL SCIENTIFIC CONFERENCE OF YOUNG SCIENTISTS ON SUSTAINABLE, MODERN AND SAFE TRANSPORT, 2017, 192 : 911 - 916
  • [29] Train Unreliability and Demand for Rail Freight Transport in Norway
    Halse, Askill Harkjerr
    Ostli, Vegard
    Killi, Marit
    Landmark, Andreas Dypvik
    JOURNAL OF TRANSPORT ECONOMICS AND POLICY, 2019, 53 : 1 - 18
  • [30] Analyzing Regional Factors Influencing Passenger, Aircraft Demand, and Freight Demand Using Penalized Geographically Weighted Regression Models
    Turkan, Semra
    JOURNAL OF GEOGRAPHY-COGRAFYA DERGISI, 2024, (49): : 19 - 30
12345