Research on Screening Methods of Single Forecast Model for Combination Forecast Modeling

被引:0
|
作者
Han Dongmei [1 ]
Zhou Yin [1 ]
机构
[1] Shanghai Univ Finance & Econ, Sch Informat Management & Engn, Shanghai 200433, Peoples R China
关键词
Combination Forecast; Model Screening; Forecast Model;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Combination forecast modeling is essentially a process that select and make use of the information gained through single forecast model. This paper analyses how to make judgment about the conditions that the single forecast models should meet. Moreover, this paper applies the co-integration theory to model screening, and thus puts forward the comprehensive methods and steps for single forecast model screening for combination forecast modeling in three aspects in order to improve forecast precision and simplify computation.
引用
收藏
页码:4916 / 4919
页数:4
相关论文
共 50 条
  • [41] SIMPLE BAYESIAN FORECAST COMBINATION
    Franses, Philip Hans
    ANNALS OF FINANCIAL ECONOMICS, 2020, 15 (04)
  • [42] Can we consistently forecast a firm’s earnings? Using combination forecast methods to predict the EPS of Dow firms
    Bansal N.
    Strauss J.
    Nasseh A.
    Journal of Economics and Finance, 2015, 39 (1) : 1 - 22
  • [43] Another look at forecast selection and combination: Evidence from forecast pooling
    Kourentzes, Nikolaos
    Barrow, Devon
    Petropoulos, Fotios
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2019, 209 : 226 - 235
  • [44] A Research on CO2 Emissions Intensity Prediction Based On the IOWA Combination Forecast Model
    Zhou Jianguo
    Zhang Man
    PROCEEDINGS OF THE 10TH EURO-ASIA CONFERENCE ON ENVIRONMENT AND CORPORATE SOCIAL RESPONSIBILITY: TOURISM, SOCIETY AND EDUCATION SESSION, PT I, 2014, : 159 - 167
  • [45] A combination of supervised dimensionality reduction and learning methods to forecast solar radiation
    Esteban García-Cuesta
    Ricardo Aler
    David del Pózo-Vázquez
    Inés M. Galván
    Applied Intelligence, 2023, 53 : 13053 - 13066
  • [46] A combination of supervised dimensionality reduction and learning methods to forecast solar radiation
    Garcia-Cuesta, Esteban
    Aler, Ricardo
    del Pozo-Vazquez, David
    Galvan, Ines M.
    APPLIED INTELLIGENCE, 2023, 53 (11) : 13053 - 13066
  • [47] The Forecast of Port Cargo Throughput Based on Combination Forecasting Model
    Hou, Jiaqi
    Chen, Yan
    Li, Taoying
    2014 SEVENTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2014), VOL 1, 2014, : 585 - 588
  • [48] Forecast Combination and Bayesian Model Averaging: A Prior Sensitivity Analysis
    Feldkircher, Martin
    JOURNAL OF FORECASTING, 2012, 31 (04) : 361 - 376
  • [49] A non-linear tourism demand forecast combination model
    Cang, Shuang
    TOURISM ECONOMICS, 2011, 17 (01) : 5 - 20
  • [50] Interval Weight Coefficient Combination Forecast Model and Its Application
    Wang, Fengxiao
    2015 5TH INTERNATIONAL CONFERENCE ON APPLIED SOCIAL SCIENCE (ICASS 2015), PT 4, 2015, 83 : 247 - 252