Concepedia

Poisson Maximum Likelihood Estimation

Poisson Maximum Likelihood Estimation is a statistical estimation method that belongs to the class of maximum likelihood techniques, specifically distinguished by its application to count data models where the likelihood function is derived from the Poisson probability distribution assuming conditional mean and variance equality.

394

Publications

27.2K

Citations

843

Authors

507

Institutions

Publications per year

2017–2026

140

Parents

Publications

394

Maximum Likelihood Reconstruction for Emission Tomography

L. A. Shepp, Y. Vardi · IEEE Transactions on Medical Imaging · 1982 · 4.4K citations

, , +11

Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator

João Santos Silva, Silvana Tenreyro · Economics Letters · 2011 · 1.1K citations

, , +15

Network Tomography: Estimating Source-Destination Traffic Intensities from Link Data

Y. Vardi · Journal of the American Statistical Association · 1996 · 728 citations

, , +16

Maximum Likelihood Estimation of Intrinsic Dimension

Elizaveta Levina, Peter J. Bickel · 2004 · 714 citations

, , +14

The Use of Maximum Likelihood Estimates in $\chi^2$ Tests for Goodness of Fit

Herman Chernoff, E. L. Lehmann · The Annals of Mathematical Statistics · 1954 · 552 citations

, , +17

1–5 of 394

Authors

843

  1. HM
    Haitham M. Yousof

    Benha University, Egypt

    7 publications · 232 citations

    7

    h-index

  2. RS
    Rama Shanker

    University of Asmara, Eritrea

    7 publications · 116 citations

    7

    h-index

  3. AC
    Arthur Cohen

    University of Georgia, United States

    6 publications · 162 citations

    6

    h-index

  4. MR
    Mohamed R. Abonazel

    Cairo University, Egypt

    5 publications · 154 citations

    6

    h-index

  5. DK
    Dimitris Karlis

    Athens University of Economics and Business, Greece

    6 publications · 366 citations

    6

    h-index

1–5 of 843

Institutions

507

  1. Cairo University

    Giza, Egypt

    8 h-index

    10 publications

    208 citations

  2. Harvard University

    Cambridge, United States

    7 h-index

    9 publications

    851 citations

  3. Benha University

    Banhā, Egypt

    7 h-index

    11 publications

    288 citations

  4. Athens University of Economics and Business

    Athens, Greece

    6 h-index

    7 publications

    377 citations

  5. University of Georgia

    Athens, United States

    6 h-index

    6 publications

    133 citations

  6. London School of Economics and Political Science

    London, United Kingdom

    6 h-index

    6 publications

    1.5K citations

  7. University of Richmond

    Richmond, United States

    5 h-index

    5 publications

    469 citations

  8. Universidade de São Paulo

    São Paulo, Brazil

    5 h-index

    11 publications

    340 citations

1–8 of 507

Venues

  1. Journal of the American Statistical Association

    21 publications · 1.9K citations

    16

    h-index

  2. Communication in Statistics- Theory and Methods

    21 publications · 683 citations

    15

    h-index

  3. Biometrics

    10 publications · 779 citations

    10

    h-index

  4. RePEc: Research Papers in Economics

    Repository · 7 publications · 441 citations

    7

    h-index

  5. The Annals of Statistics

    6 publications · 475 citations

    6

    h-index

1–5