Concepedia

Observed Information Matrix

The Observed Information Matrix is a mathematical construct in statistical theory defined as the negative of the second derivative of the log-likelihood function with respect to model parameters, evaluated at the maximum likelihood estimate, thereby quantifying the curvature of the likelihood surface and providing a measure of the amount of information about the parameters contained in the observed data.

170

Publications

11.1K

Citations

285

Authors

192

Institutions

Publications per year

2017–2026

24

Parents

Publications

170

Finding the Observed Information Matrix When Using the <i>EM</i> Algorithm

Thomas A. Louis · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1982 · 2.2K citations

, , +15

Estimation in a Cox Proportional Hazards Cure Model

Judy P. Sy, Jeremy M. G. Taylor · Biometrics · 2000 · 609 citations · Full text

, , +16

Maximum Likelihood Estimation of Structural Equation Models for Continuous Data: Standard Errors and Goodness of Fit

Alberto Maydeu‐Olivares · Structural Equation Modeling A Multidisciplinary Journal · 2017 · 363 citations

, , +15

Asymptotic normality of the maximum-likelihood estimator for general hidden Markov models

Peter J. Bickel, Ya’acov Ritov, Tobias Rydén · The Annals of Statistics · 1998 · 353 citations · Full text

, , +16

Asymptotic theory for the correlated gamma-frailty model

Erik Thorlund Parner · The Annals of Statistics · 1998 · 273 citations · Full text

, , +16

1–5 of 170

Authors

285

  1. GM
    Gauss M. Cordeiro

    Universidade Federal de Pernambuco, Brazil

    26 publications · 1.5K citations

    19

    h-index

  2. EM
    Edwin M. M. Ortega

    Universidade de São Paulo, Brazil

    12 publications · 669 citations

    11

    h-index

  3. AJ
    Artur J. Lemonte

    Universidade de São Paulo, Brazil

    6 publications · 401 citations

    6

    h-index

  4. AK
    André Klein

    University of Amsterdam, Netherlands

    4 publications · 71 citations

    4

    h-index

  5. IE
    Ibrahim Elbatal

    Imam Mohammad ibn Saud Islamic University, Saudi Arabia

    4 publications · 140 citations

    4

    h-index

1–5 of 285

Institutions

192

  1. Universidade Federal de Pernambuco

    Recife, Brazil

    17 h-index

    44 publications

    2.3K citations

  2. Universidade de São Paulo

    São Paulo, Brazil

    13 h-index

    20 publications

    1.1K citations

  3. University of Amsterdam

    Amsterdam, The Netherlands

    6 h-index

    8 publications

    219 citations

  4. University of Michigan

    Ann Arbor, United States

    4 h-index

    4 publications

    754 citations

  5. University of British Columbia

    Vancouver, Canada

    3 h-index

    3 publications

    400 citations

  6. Cairo University

    Giza, Egypt

    3 h-index

    4 publications

    153 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    3 publications

    342 citations

  8. Islamia University of Bahawalpur

    Bahawalpur, Pakistan

    3 h-index

    7 publications

    529 citations

1–8 of 192

Venues

  1. Communication in Statistics- Theory and Methods

    10 publications · 395 citations

    10

    h-index

  2. Journal of Statistical Computation and Simulation

    JSCS · 9 publications · 595 citations

    9

    h-index

  3. Pakistan Journal of Statistics and Operation Research

    PJSOR · 7 publications · 236 citations

    7

    h-index

  4. 7

    h-index

  5. Biometrics

    6 publications · 739 citations

    6

    h-index

1–5