Effects of trend strength and direction on performance and consistency in judgmental exchange rate forecasting

被引:5
|
作者
Thomson, Mary E. [1 ]
Pollock, Andrew C. [2 ]
Gonul, M. Sinan [3 ]
Onkal, Dilek [4 ]
机构
[1] Glasgow Caledonian Univ, Dept Psychol & Allied Hlth Sci, Glasgow G4 0BA, Lanark, Scotland
[2] Glasgow Caledonian Univ, Div Comp Commun & Interact Syst, Glasgow G4 0BA, Lanark, Scotland
[3] Middle E Tech Univ, Dept Business Adm, TR-06800 Ankara, Turkey
[4] Bilkent Univ, Fac Business Adm, TR-06800 Ankara, Turkey
关键词
Judgmental forecasting; Probability forecasting; Trend strength; Trend direction; Consistency; Damping; Exchange rate; TIME-SERIES; PROBABILISTIC FORECASTS; STOCK-PRICES; ACCURACY; MISPERCEPTION; EXTRAPOLATION; EARNINGS; FORMAT;
D O I
10.1016/j.ijforecast.2012.03.004
中图分类号
F [经济];
学科分类号
02 ;
摘要
Using real financial data, this study examines the influence of trend direction and strength on judgmental exchange rate forecasting performance and consistency. Participants generated forecasts for each of 20 series. Half of the participants also answered two additional questions regarding their perceptions about the strength and direction of the trend present in each of the series under consideration. The performance on ascending trends was found to be superior to that on descending trends, and the performance on intermediate trends was found to be superior to that on strong trends. Furthermore, the group whose attention was drawn to the direction and strength of each trend via the additional questions performed better on some aspects of the task than did their "no-additional questions" counterparts. Consistency was generally poor, with ascending trends being perceived as being stronger than descending trends. The results are discussed in terms of their implications for the use and design of forecasting support systems. (C) 2012 International Institute of Forecasters. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:337 / 353
页数:17
相关论文
共 50 条
  • [1] Exchange rate forecasting and the performance of currency portfolios
    Cuaresma, Jesus Crespo
    Fortin, Ines
    Hlouskova, Jaroslava
    JOURNAL OF FORECASTING, 2018, 37 (05) : 519 - 540
  • [2] Google Trends and the forecasting performance of exchange rate models
    Bulut, Levent
    JOURNAL OF FORECASTING, 2018, 37 (03) : 303 - 315
  • [3] Forecasting the movement direction of exchange rate with polynomial smooth support vector machine
    Yuan, Yubo
    MATHEMATICAL AND COMPUTER MODELLING, 2013, 57 (3-4) : 932 - 944
  • [4] Forecasting and Analysis of EUR/USD Exchange Rate Moving Direction with Support Vector Machine
    Zhao, A.
    Zhang, D.
    Shi, J. Q.
    2018 IEEE 8TH ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (IEEE-CYBER), 2018, : 1484 - 1489
  • [5] Does Cryptocurrency Improve Forecasting Performance of Exchange Rate Returns?
    Faculty of Economics, Chiang Mai University, Chiang Mai
    50200, Thailand
    不详
    50200, Thailand
    不详
    50200, Thailand
    Lect. Notes Comput. Sci., (285-294):
  • [6] FORGOTTEN EFFECTS AND HEAVY MOVING AVERAGES IN EXCHANGE RATE FORECASTING
    Olazabal-Lugo, Maricruz
    Leon-Castro, Ernesto
    Fernando Espinoza-Audelo, Luis
    Maria Merigo, Jose
    Gil Lafuente, Anna Maria
    ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2019, 53 (04): : 79 - 96
  • [7] Forgotten effects and heavy moving averages in exchange rate forecasting
    Aviles Ochoa, Ezequiel
    Leon Castro, Ernesto
    Merigo Lindahl, Jose M.
    Gil Lafuente, Anna Maria
    PROCEEDINGS OF 2016 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2016,
  • [8] THE PERFORMANCE OF EXCHANGE-RATE FORECASTING MODELS - AN ECONOMIC-EVALUATION
    GERLOW, ME
    IRWIN, SH
    APPLIED ECONOMICS, 1991, 23 (1A) : 133 - 142
  • [9] Forecasting performance of exponential smooth transition autoregressive exchange rate models
    Baharumshah, AZ
    Liew, VKS
    OPEN ECONOMIES REVIEW, 2006, 17 (02) : 235 - 251
  • [10] The performance of non-linear exchange rate models: A forecasting comparison
    Boero, Gianna
    Marrocu, Emanuela
    Journal of Forecasting, 2002, 21 (07): : 513 - 542