Concepedia

Identifiability Criteria

Identifiability Criteria is a formal framework within mathematical and statistical modeling that specifies the necessary and sufficient conditions under which the parameters of a model can be uniquely determined from observable data.

320

Publications

20.7K

Citations

645

Authors

360

Institutions

Publications per year

2017–2026

54

Parents

Publications

320

Testing Identifiability and Specification in Instrumental Variable Models

John G. Cragg, Stephen G. Donald · Econometric Theory · 1993 · 1.4K citations

, , +12

Network component analysis: Reconstruction of regulatory signals in biological systems

James C. Liao, Riccardo Boscolo, Young-Lyeol Yang et al. · Proceedings of the National Academy of Sciences · 2003 · 624 citations · Full text

, , +16

Parallel factor analysis in sensor array processing

Nicholas D. Sidiropoulos, Rasmus Bro, Georgios B. Giannakis · IEEE Transactions on Signal Processing · 2000 · 620 citations

, , +12

On Finite Sample Distributions of Generalized Classical Linear Identifiability Test Statistics

R. L. Basmann · Journal of the American Statistical Association · 1960 · 458 citations

, , +16

Markov chain Monte Carlo Estimation of Classical and Dynamic Switching and Mixture Models

Sylvia Frühwirth‐Schnatter · Journal of the American Statistical Association · 2001 · 456 citations

, , +16

1–5 of 320

Authors

645

  1. GB
    Georgios B. Giannakis

    University of Minnesota, United States

    6 publications · 1.4K citations

    6

    h-index

  2. ET
    Edison Tse

    Stanford University, United States

    5 publications · 199 citations

    5

    h-index

  3. ND
    Nicholas D. Sidiropoulos

    University of Minnesota, United States

    5 publications · 895 citations

    5

    h-index

  4. ÉW
    Éric Walter

    Pacific Northwest National Laboratory, United States

    5 publications · 317 citations

    5

    h-index

  5. MP
    Maria Pia Saccomani

    University of Padua, Italy

    5 publications · 112 citations

    5

    h-index

1–5 of 645

Institutions

360

  1. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    21 publications

    888 citations

  2. University of Minnesota

    Minneapolis, United States

    9 h-index

    14 publications

    2.7K citations

  3. University of Michigan

    Ann Arbor, United States

    8 h-index

    12 publications

    900 citations

  4. University of Padua

    Padua, Italy

    7 h-index

    9 publications

    398 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    16 publications

    4.4K citations

  6. University of Southern California

    Los Angeles, United States

    6 h-index

    8 publications

    582 citations

  7. Columbia University

    New York, United States

    5 h-index

    7 publications

    325 citations

  8. University of Wisconsin–Madison

    Madison, United States

    5 h-index

    6 publications

    573 citations

1–8 of 360

Venues

  1. IEEE Transactions on Signal Processing

    16 publications · 2K citations

    13

    h-index

  2. IEEE Transactions on Automatic Control

    13 publications · 564 citations

    13

    h-index

  3. Mathematical Biosciences

    12 publications · 1.1K citations

    11

    h-index

  4. IFAC Proceedings Volumes

    9 publications · 284 citations

    9

    h-index

  5. arXiv (Cornell University)

    Repository · 9 publications · 403 citations

    9

    h-index

1–5