Concepedia

Functional Forecasting

Functional Forecasting is a statistical prediction methodology that extends scalar and multivariate time series forecasting to the domain of infinite-dimensional functional data, where observations are trajectories or curves over a continuum, enabling the modeling and forecasting of entire functions as units rather than discrete points.

57

Publications

2.7K

Citations

101

Authors

72

Institutions

Publications per year

2017–2026

19

Parents

Publications

57

Autoregressive Forecasting of Some Functional Climatic Variations

Philippe Besse, Hervé Cardot, David B. Stephenson · Scandinavian Journal of Statistics · 2000 · 239 citations

, , +16

Forecasting functional time series

Rob J. Hyndman, Han Lin Shang · Journal of the Korean Statistical Society · 2009 · 184 citations

, , +9

Forecasting Functional Time Series with a New Hilbertian ARMAX Model: Application to Electricity Price Forecasting

Antonio Muñoz San Roque · IEEE Transactions on Power Systems · 2017 · 140 citations

, , +17

Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis

Shanshan Wang, Wolfgang Jank, Galit Shmueli · Journal of Business and Economic Statistics · 2008 · 130 citations

, , +14

Dynamical functional prediction and classification, with application to traffic flow prediction

Jeng‐Min Chiou · The Annals of Applied Statistics · 2012 · 109 citations · Full text

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1–5 of 57

Authors

101

  1. HL
    Han Lin Shang

    Australian National University, Australia

    12 publications · 567 citations

    12

    h-index

  2. WJ
    Wolfgang Jank

    University of Maryland, College Park, United States

    4 publications · 259 citations

    4

    h-index

  3. PD
    P.K. Dash

    Siksha O Anusandhan University, India

    3 publications · 60 citations

    3

    h-index

  4. MJ
    Mariano J. Valderrama

    Universidad de Granada, Spain

    3 publications · 76 citations

    3

    h-index

  5. NZ
    Natasha Zhang Foutz

    University of Virginia, United States

    3 publications · 129 citations

    3

    h-index

1–5 of 101

Institutions

72

  1. Australian National University

    Canberra, Australia

    9 h-index

    12 publications

    487 citations

  2. Universidad de Granada

    Granada, Spain

    3 h-index

    9 publications

    228 citations

  3. University of Virginia

    Charlottesville, United States

    3 h-index

    5 publications

    195 citations

  4. City, University of London

    London, United Kingdom

    3 h-index

    3 publications

    54 citations

  5. Monash University

    Melbourne, Australia

    3 h-index

    4 publications

    504 citations

  6. University of Maryland, College Park

    College Park, United States

    2 h-index

    4 publications

    458 citations

  7. Queen's University Belfast

    Belfast, United Kingdom

    2 h-index

    2 publications

    34 citations

  8. University of Southampton

    Southampton, United Kingdom

    2 h-index

    4 publications

    124 citations

1–8 of 72

Venues

  1. The Annals of Applied Statistics

    AOAS · 4 publications · 270 citations

    4

    h-index

  2. Journal of Forecasting

    2 publications · 71 citations

    2

    h-index

  3. Journal of Multivariate Analysis

    2 publications · 88 citations

    2

    h-index

  4. Energies

    2 publications · 94 citations

    2

    h-index

  5. Environmetrics

    2 publications · 142 citations

    2

    h-index

1–5