Concepedia

Simple Exponential Smoothing

Simple Exponential Smoothing is a time series forecasting method that belongs to the class of exponential smoothing techniques, distinguished by its use of a single smoothing parameter to exponentially weighted past observations for estimating the level component in data without trend or seasonal patterns.

83

Publications

4.9K

Citations

219

Authors

144

Institutions

Publications per year

2017–2026

41

Variants

Ses

Parents

Publications

83

A Comparison of ARIMA and LSTM in Forecasting Time Series

Sima Siami‐Namini, Neda Tavakoli, Akbar Siami Namin · 2018 · 1.2K citations

, , +17

Holt-Winters Forecasting: Some Practical Issues

Chris Chatfield, Mohammad Yar · Journal of the Royal Statistical Society Series D (The Statistician) · 1988 · 333 citations

, , +13

Forecasting and Time Series: An Applied Approach

Eric R. Ziegel · Technometrics · 1994 · 324 citations

, , +16

Forecasting using simple exponential smoothing method

Eva Ostertagová, Oskar Ostertag · Acta Electrotechnica et Informatica · 2012 · 212 citations · Full text

, , +16

Communications to the Editor—Exponential Forecasting: Some New Variations

Garth P. McCormick · Management Science · 1969 · 106 citations · Full text

, , +16

1–5 of 83

Authors

219

  1. ES
    Everette S. Gardner

    University of Houston, United States

    3 publications · 173 citations

    3

    h-index

  2. SS
    Sima Siami‐Namini

    Texas Tech University, United States

    2 publications · 1.3K citations

    2

    h-index

  3. AS
    Akbar Siami Namin

    Texas Tech University, United States

    2 publications · 1.3K citations

    2

    h-index

  4. MN
    Mohammad Nayeem Hasan

    Shahjalal University of Science and Technology, Bangladesh

    2 publications · 108 citations

    2

    h-index

  5. WH
    Walayat Hussain

    University of Technology Sydney, Australia

    2 publications · 64 citations

    2

    h-index

1–5 of 219

Institutions

144

  1. Purdue University West Lafayette

    West Lafayette, United States

    4 h-index

    5 publications

    164 citations

  2. Texas Tech University

    Lubbock, United States

    3 h-index

    4 publications

    2.5K citations

  3. Universidade Federal de Pernambuco

    Recife, Brazil

    2 h-index

    4 publications

    58 citations

  4. Shahjalal University of Science and Technology

    Sylhet, Bangladesh

    2 h-index

    4 publications

    216 citations

  5. Universitas Gadjah Mada

    Yogyakarta, Indonesia

    2 h-index

    4 publications

    58 citations

  6. Monash University

    Melbourne, Australia

    2 h-index

    2 publications

    37 citations

  7. Cardiff University

    Cardiff, United Kingdom

    2 h-index

    2 publications

    129 citations

  8. Miami University

    Oxford, United States

    2 h-index

    2 publications

    94 citations

1–8 of 144

Venues

  1. International Journal of Production Research

    3 publications · 96 citations

    3

    h-index

  2. Management Science

    3 publications · 213 citations

    3

    h-index

  3. Journal of Forecasting

    3 publications · 131 citations

    3

    h-index

  4. 2

    h-index

  5. Journal of the Operational Research Society

    OR · 2 publications · 37 citations

    2

    h-index

1–5