Concepedia

Partially Observed Models

Partially Observed Models is a statistical modeling framework within semiparametric modeling that belongs to the class of models incorporating both parametric and nonparametric components, distinguished by its explicit treatment of latent or unobserved variables that influence the observed data but cannot be directly measured.

39

Publications

5.6K

Citations

95

Authors

54

Institutions

Publications per year

2017–2026

9

Variants

Poms

Parents

Publications

39

Consistent Estimates Based on Partially Consistent Observations

Jerzy Neyman, Elizabeth L. Scott · Econometrica · 1948 · 2.7K citations

, , +11

Structural and practical identifiability analysis of partially observed dynamical models by exploiting the profile likelihood

Andreas Raue, Clemens Kreutz, Tim Maiwald et al. · Bioinformatics · 2009 · 1.4K citations · Full text

, , +16

Statistical Inference for Partially Observed Markov Processes via the<i>R</i>Package<b>pomp</b>

Journal of Statistical Software · 2016 · 313 citations · Full text

, , +16

Learning from multiple partially observed views - an application to multilingual text categorization

Massih Amini, Nicolas Usunier, Cyril Goutte · NPARC · 2009 · 274 citations · Full text

, , +11

Estimation of Markov Chain Transition Probabilities and Rates from Fully and Partially Observed Data: Uncertainty Propagation, Evidence Synthesis, and Model Calibration

Nicky J. Welton, A. E. Ades · Medical Decision Making · 2005 · 176 citations

, , +16

1–5 of 39

Authors

95

  1. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    3 publications · 196 citations

    3

    h-index

  2. SY
    Serdar Yüksel

    Queen's University, Canada

    2 publications · 72 citations

    2

    h-index

  3. CD
    Charalambos D. Charalambous

    University of Cyprus, Cyprus

    1 publications · 33 citations

    1

    h-index

  4. BK
    Bani K. Mallick

    Texas A&M University, United States

    1 publications · 22 citations

    1

    h-index

  5. ER
    Esther Ruiz

    Universidad Carlos III de Madrid, Spain

    1 publications · 20 citations

    1

    h-index

1–5 of 95

Institutions

54

  1. Queen's University

    Kingston, Canada

    2 h-index

    3 publications

    93 citations

  2. University of Kansas

    Lawrence, United States

    2 h-index

    3 publications

    54 citations

  3. Texas A&M University

    College Station, United States

    2 h-index

    6 publications

    155 citations

  4. The University of Osaka

    Osaka, Japan

    2 h-index

    2 publications

    40 citations

  5. University of Cambridge

    Cambridge, United Kingdom

    1 h-index

    2 publications

    24 citations

  6. Tsinghua University

    Beijing, China

    1 h-index

    3 publications

    45 citations

  7. Mitchell Institute

    Portland, United States

    1 h-index

    3 publications

    66 citations

  8. Stanford University

    Stanford, United States

    1 h-index

    1 publications

    44 citations

1–8 of 54

Venues

  1. IFAC Proceedings Volumes

    2 publications · 22 citations

    2

    h-index

  2. Journal of Multivariate Analysis

    2 publications · 41 citations

    2

    h-index

  3. Operations Research

    2 publications · 67 citations

    2

    h-index

  4. 2

    h-index

  5. RePEc: Research Papers in Economics

    Repository · 2 publications · 70 citations

    2

    h-index

1–5