Concepedia

Machine Learning For Estimation

Machine Learning for Estimation is a scholarly research contribution that employs machine learning methodologies to model, predict, or infer temporal parameters or events within a timeline, distinguishing itself by leveraging data-driven algorithms to enhance the accuracy and adaptability of temporal estimation tasks.

124

Publications

8.6K

Citations

399

Authors

256

Institutions

Publications per year

2017–2026

109

Parents

Publications

124

Machine Learning: An Applied Econometric Approach

Sendhil Mullainathan, Jann Spiess · The Journal of Economic Perspectives · 2017 · 1.9K citations · Full text

, , +6

Machine Learning Methods That Economists Should Know About

Susan Athey, Guido W. Imbens · Annual Review of Economics · 2019 · 1K citations

, , +15

Machine learning approaches for estimation of prediction interval for the model output

Durga Lal Shrestha, Dimitri Solomatine · Neural Networks · 2006 · 423 citations

, , +14

Forecasting Inflation in a Data-Rich Environment: The Benefits of Machine Learning Methods

Marcelo C. Medeiros, Gabriel Vasconcelos, Álvaro Veiga et al. · Journal of Business and Economic Statistics · 2019 · 363 citations · Full text

, , +17

Machine learning in agricultural and applied economics

Hugo Storm, Kathy Baylis, Thomas Heckelei · European Review of Agricultural Economics · 2019 · 213 citations · Full text

, , +7

1–5 of 124

Authors

399

  1. SM
    Sendhil Mullainathan

    University of Chicago, United States

    3 publications · 2.1K citations

    3

    h-index

  2. MY
    Mika Ylinen

    University of Vaasa, Finland

    2 publications · 108 citations

    2

    h-index

  3. JL
    Jens Ludwig

    University of Chicago, United States

    2 publications · 203 citations

    2

    h-index

  4. MB
    Marijn Bolhuis

    International Monetary Fund, United States

    2 publications · 22 citations

    2

    h-index

  5. YC
    Yiyang Chen

    Soochow University, China

    2 publications · 87 citations

    2

    h-index

1–5 of 399

Institutions

256

  1. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    10 publications

    389 citations

  2. Pontifícia Universidade Católica do Rio de Janeiro

    Rio de Janeiro, Brazil

    3 h-index

    10 publications

    1.2K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    4 publications

    276 citations

  4. University of Chicago

    Chicago, United States

    3 h-index

    4 publications

    413 citations

  5. Aalborg University

    Aalborg, Denmark

    3 h-index

    6 publications

    143 citations

  6. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    2 h-index

    4 publications

    198 citations

  7. Universität Hamburg

    Hamburg, Germany

    2 h-index

    4 publications

    110 citations

  8. University of Vaasa

    Vaasa, Finland

    2 h-index

    5 publications

    308 citations

1–8 of 256

Venues

  1. SSRN Electronic Journal

    Repository · 8 publications · 260 citations

    8

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 113 citations

    5

    h-index

  3. Sensors

    3 publications · 84 citations

    3

    h-index

  4. Journal of Optical Communications and Networking

    JOCN · 3 publications · 118 citations

    3

    h-index

  5. RePEc: Research Papers in Economics

    Repository · 3 publications · 71 citations

    3

    h-index

1–5