Concepedia

Constrained Estimation

Constrained Estimation is an estimation method that incorporates a priori imposed restrictions on the parameter space to ensure that the estimated parameters satisfy specified deterministic or probabilistic constraints, distinguishing it from unconstrained estimation approaches.

471

Publications

26.5K

Citations

938

Authors

470

Institutions

Publications per year

2017–2026

62

Parents

Publications

471

The role of constraints within generalized nonextensive statistics

Constantino Tsallis, RenioS. Mendes, A. Plastino · Physica A Statistical Mechanics and its Applications · 1998 · 1.4K citations

, , +8

Structural Equation Models of Latent Interactions: Evaluation of Alternative Estimation Strategies and Indicator Construction.

Herbert W. Marsh, Zhonglin Wen, Kit‐Tai Hau · Psychological Methods · 2004 · 1.1K citations

, , +16

Constrained state estimation for nonlinear discrete-time systems: stability and moving horizon approximations

Christopher V. Rao, James B. Rawlings, D.Q. Mayne · IEEE Transactions on Automatic Control · 2003 · 880 citations

, , +16

Constrained linear state estimation—a moving horizon approach

Christopher V. Rao, James B. Rawlings, Jay H. Lee · Automatica · 2001 · 585 citations

, , +13

Inequality Constraints in the Univariate GARCH Model

Daniel B. Nelson, Charles Cao · Journal of Business and Economic Statistics · 1992 · 506 citations

, , +10

1–5 of 471

Authors

938

  1. ZW
    Zidong Wang

    Brunel University of London, United Kingdom

    5 publications · 428 citations

    5

    h-index

  2. YT
    Yongge Tian

    Central University of Finance and Economics, China

    5 publications · 80 citations

    5

    h-index

  3. YC
    Yonina C. Eldar

    Technion – Israel Institute of Technology, Israel

    5 publications · 183 citations

    5

    h-index

  4. TR
    Tirza Routtenberg

    Ben-Gurion University of the Negev, Israel

    4 publications · 112 citations

    4

    h-index

  5. CK
    Chong K. Liew

    University of Oklahoma, United States

    4 publications · 270 citations

    4

    h-index

1–5 of 938

Institutions

470

  1. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    28 publications

    671 citations

  2. Stanford University

    Stanford, United States

    9 h-index

    13 publications

    873 citations

  3. University of Wisconsin–Madison

    Madison, United States

    8 h-index

    9 publications

    1.7K citations

  4. Georgia Institute of Technology

    Atlanta, United States

    8 h-index

    10 publications

    1.2K citations

  5. University of Washington

    Seattle, United States

    7 h-index

    9 publications

    343 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    15 publications

    624 citations

  7. University of Chicago

    Chicago, United States

    6 h-index

    7 publications

    1.2K citations

  8. University of Florida

    Gainesville, United States

    6 h-index

    6 publications

    327 citations

1–8 of 470

Venues

  1. IEEE Transactions on Signal Processing

    23 publications · 1.4K citations

    20

    h-index

  2. Journal of the American Statistical Association

    20 publications · 1.2K citations

    17

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 11 publications · 418 citations

    11

    h-index

  4. IEEE Transactions on Automatic Control

    10 publications · 1.2K citations

    10

    h-index

  5. 10

    h-index

1–5