Forecasting the number of Arab and foreign tourists in Egypt using ARIMA models

被引:3
|
作者
Ismail, Eman Ahmed Aly [1 ]
机构
[1] Arab Acad Sci Technol & Maritime Transport, Coll Int Transport & Logist, Smart Village Campus, Alexandria, Egypt
关键词
Travel; Tourism; Egypt; ARIMA; Time-series model; Unemployment;
D O I
10.1007/s13198-019-00873-y
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study aims to explore the situation of tourism in Egypt. The data used cover the periods from 1981 till 2017. By using ARIMA models, the study forecasts the expected numbers of Arab and Foreign tourists for five consecutive years, specifically from the year 2018 till 2022. The study identifies that ARIMA (0,1,0) is the most suitable model for both time series for Arab and foreign tourists. The study implies that the number of tourists in Egypt is going to increase. However, the percentage of increase is expected to decrease throughout the 5 years.
引用
收藏
页码:450 / 454
页数:5
相关论文
共 50 条
  • [41] FORECASTING OF AREA AND PRODUCTION OF CASHEW NUT IN DAKSHINA KANNADA USING ARIMA AND EXPONENTIAL SMOOTHING MODELS
    Chaithra, M.
    Pandit, Pramit
    Bakshi, Bishyajit
    JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2019, 12 (02): : 61 - 76
  • [42] Hospital daily outpatient visits forecasting using a combinatorial model based on ARIMA and SES models
    Li Luo
    Le Luo
    Xinli Zhang
    Xiaoli He
    BMC Health Services Research, 17
  • [43] Forecasting crude oil prices volatility by reconstructing EEMD components using ARIMA and FFNN models
    Dar, Laiba Sultan
    Aamir, Muhammad
    Khan, Zardad
    Bilal, Muhammad
    Boonsatit, Nattakan
    Jirawattanapanit, Anuwat
    FRONTIERS IN ENERGY RESEARCH, 2022, 10
  • [44] Wind power forecasting using neural network and ARIMA models (field of "Kabertene", in southern Algeria)
    Gasmi, Laid
    Elmezouar, Zouaoui Chikr
    Attouch, Mohammed Kadi
    INTERNATIONAL JOURNAL OF ECOLOGICAL ECONOMICS & STATISTICS, 2018, 39 (02) : 71 - 79
  • [45] Thai Baht and Chinese Yuan Exchange Rate Forecasting Models: ARIMA and SMA-ARIMA Comparison
    Chaipitak, Saowapa
    Choopradit, Boonyarit
    INTERNATIONAL JOURNAL OF ANALYSIS AND APPLICATIONS, 2024, 22
  • [46] Spatial forecasting of solar radiation using ARIMA model
    Shadab, Ahzam
    Ahmad, Shamshad
    Said, Saif
    REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, 2020, 20
  • [47] Use of Change Point Analysis in Seasonal ARIMA Models for Forecasting Tourist Arrivals in Sri Lanka
    Basnayake, B. R. P. M.
    Chandrasekara, N., V
    STATISTICS AND APPLICATIONS, 2022, 20 (02): : 103 - 121
  • [48] Probability analysis and rainfall forecasting using ARIMA model
    Chandran, S.
    Selvan, P.
    Namitha, M. R.
    Mishra, Pradeep
    Kumar, V.
    MAUSAM, 2023, 74 (04): : 1081 - 1092
  • [49] FORECASTING THE PRODUCTION OF GROUNDNUT IN TURKEY USING ARIMA MODEL
    Celik, S.
    Karadas, K.
    Eyduran, E.
    JOURNAL OF ANIMAL AND PLANT SCIENCES-JAPS, 2017, 27 (03): : 920 - 928
  • [50] Day-ahead electricity price forecasting using wavelet transform combined with ARIMA and GARCH models
    Tan, Zhongfu
    Zhang, Jinliang
    Wang, Jianhui
    Xu, Jun
    APPLIED ENERGY, 2010, 87 (11) : 3606 - 3610