Concepedia

Combining Interval Forecasts

Combining Interval Forecasts is a forecasting methodology that integrates multiple interval predictions into a single interval estimate by leveraging the strengths of individual forecasting models while accounting for their uncertainty ranges and statistical dependencies.

36

Publications

2.7K

Citations

98

Authors

64

Institutions

Publications per year

2017–2026

22

Variants

Interval Forecast Combination

Parents

Publications

36

Traffic Flow Forecasting: Comparison of Modeling Approaches

Brian L. Smith, M J Demetsky · Journal of Transportation Engineering · 1997 · 670 citations

, , +16

Invited review combining forecasts—twenty years later

Clive W. J. Granger · Journal of Forecasting · 1989 · 324 citations

, , +16

Merging short-and long-run forecasts

Robert F. Engle, Clive W. J. Granger, Jeffrey J. Hallman · Journal of Econometrics · 1989 · 237 citations

, , +11

Combining Density and Interval Forecasts: A Modest Proposal*

Kenneth F. Wallis · Oxford Bulletin of Economics and Statistics · 2005 · 157 citations

, , +15

A combination forecasting model based on hybrid interval multi-scale decomposition: Application to interval-valued carbon price forecasting

Jinpei Liu, Piao Wang, Huayou Chen et al. · Expert Systems with Applications · 2021 · 119 citations

, , +12

1–5 of 36

Authors

98

  1. YH
    Yi‐Chung Hu

    Chung Yuan Christian University, Taiwan

    3 publications · 64 citations

    3

    h-index

  2. HC
    Huayou Chen

    Anhui University, China

    3 publications · 175 citations

    3

    h-index

  3. JW
    Jianzhou Wang

    Dongbei University of Finance and Economics, China

    3 publications · 91 citations

    3

    h-index

  4. HL
    Han Lin Shang

    Australian National University, Australia

    2 publications · 52 citations

    2

    h-index

  5. TX
    Tao Xiong

    Huazhong Agricultural University, China

    2 publications · 130 citations

    2

    h-index

1–5 of 98

Institutions

64

  1. Macau University of Science and Technology

    Macao, Macao

    5 h-index

    12 publications

    378 citations

  2. Chung Yuan Christian University

    Taoyuan City, Taiwan

    3 h-index

    4 publications

    89 citations

  3. Anhui University

    Hefei, China

    3 h-index

    12 publications

    686 citations

  4. Dongbei University of Finance and Economics

    Dalian, China

    2 h-index

    4 publications

    158 citations

  5. Shandong University

    Jinan, China

    2 h-index

    2 publications

    41 citations

  6. Shandong Management University

    Jinan, China

    2 h-index

    2 publications

    41 citations

  7. Huazhong Agricultural University

    Wuhan, China

    2 h-index

    6 publications

    390 citations

  8. University of Warwick

    Coventry, United Kingdom

    2 h-index

    2 publications

    182 citations

1–8 of 64

Venues

  1. Expert Systems with Applications

    3 publications · 183 citations

    3

    h-index

  2. Applied Soft Computing

    2 publications · 58 citations

    2

    h-index

  3. Journal of Forecasting

    2 publications · 345 citations

    2

    h-index

  4. Energy

    2 publications · 48 citations

    2

    h-index

  5. IEEE Access

    2 publications · 58 citations

    2

    h-index

1–5