Concepedia

Count Data Forecasting

Count Data Forecasting is a predictive modeling methodology that specifically addresses the estimation of future count-valued outcomes—non-negative integers arising from discrete events—by leveraging statistical or machine learning models tailored to the distributional properties of count data, such as overdispersion, excess zeros, and non-negative support.

30

Publications

1.1K

Citations

83

Authors

65

Institutions

Publications per year

2017–2026

14

Parents

Publications

30

Evaluating predictive count data distributions in retail sales forecasting

Stephan Kolassa · International Journal of Forecasting · 2016 · 152 citations

, , +14

Useful models for time series of counts or simply wrong ones?

Robert C. Jung, A. R. Tremayne · AStA Advances in Statistical Analysis · 2010 · 113 citations

, , +14

A bivariate Weibull count model for forecasting association football scores

Georgi N. Boshnakov, Tarak Kharrat, Ian G. McHale · International Journal of Forecasting · 2017 · 111 citations · Full text

, , +13

Forecasting Network Data

Xiaokun Wang, Kara M. Kockelman · Transportation Research Record Journal of the Transportation Research Board · 2009 · 103 citations

, , +16

Efficient Probabilistic Forecasts for Counts

Brendan McCabe, Gael M. Martin, David Harris · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 62 citations · Full text

, , +16

1–5 of 30

Authors

83

  1. RG
    Rainer Göb

    University of Würzburg, Germany

    2 publications · 34 citations

    2

    h-index

  2. RM
    Raju Maiti

    Indian Statistical Institute, India

    2 publications · 31 citations

    2

    h-index

  3. CW
    Christian Weiß

    Helmut Schmidt University, Germany

    2 publications · 34 citations

    2

    h-index

  4. LC
    Layth C. Alwan

    University of Wisconsin–Milwaukee, United States

    2 publications · 34 citations

    2

    h-index

  5. AH
    Annika Homburg

    Helmut Schmidt University, Germany

    2 publications · 34 citations

    2

    h-index

1–5 of 83

Institutions

65

  1. Indian Statistical Institute

    Kolkata, India

    2 h-index

    4 publications

    62 citations

  2. University of Wisconsin–Milwaukee

    Milwaukee, United States

    2 h-index

    2 publications

    34 citations

  3. University of Würzburg

    Würzburg, Germany

    2 h-index

    2 publications

    34 citations

  4. Helmut Schmidt University

    Hamburg, Germany

    2 h-index

    6 publications

    102 citations

  5. Amity University

    Dubai, United Arab Emirates

    1 h-index

    1 publications

    51 citations

  6. Research Institute of Forestry

    Beijing, China

    1 h-index

    1 publications

    31 citations

  7. Providence College

    Providence, United States

    1 h-index

    1 publications

    17 citations

  8. Bucknell University

    Lewisburg, United States

    1 h-index

    1 publications

    103 citations

1–8 of 65

Venues

  1. Journal of Forecasting

    3 publications · 39 citations

    3

    h-index

  2. International Journal of Forecasting

    2 publications · 263 citations

    2

    h-index

  3. PLoS ONE

    2 publications · 56 citations

    2

    h-index

  4. 2

    h-index

  5. AStA Advances in Statistical Analysis

    1 publications · 113 citations

    1

    h-index

1–5