Concepedia

Constrained Maximum Likelihood Estimation

Constrained Maximum Likelihood Estimation is a method of parameter estimation that, within the framework of maximum likelihood, restricts the parameter space according to specified constraints, distinguishing itself from unconstrained maximum likelihood estimation by incorporating a priori restrictions on the parameters to ensure estimates satisfy predetermined conditions.

180

Publications

8.6K

Citations

373

Authors

206

Institutions

Publications per year

2017–2026

23

Variants

Cmle

Parents

Publications

180

The Estimation of Parameters in Nonlinear, Implicit Models

H.I. Britt, Richard H. Luecke · Technometrics · 1973 · 496 citations

, , +16

A Constrained Formulation of Maximum-Likelihood Estimation for Normal Mixture Distributions

Richard J. Hathaway · The Annals of Statistics · 1985 · 398 citations · Full text

, , +16

Speaker adaptation using constrained estimation of Gaussian mixtures

Vassilios Digalakis, Dimitry Rtischev, Leonardo Neumeyer · IEEE Transactions on Speech and Audio Processing · 1995 · 376 citations

, , +16

Image recovery from data acquired with a charge-coupled-device camera

Donald L. Snyder, R. L. White, Abed M. Hammoud · Journal of the Optical Society of America A · 1993 · 320 citations

, , +16

On the Asymptotics of Constrained $M$-Estimation

Charles J. Geyer · The Annals of Statistics · 1994 · 310 citations · Full text

, , +16

1–5 of 180

Authors

373

  1. RL
    Richard L. Dykstra

    University of Iowa, United States

    5 publications · 118 citations

    5

    h-index

  2. LN
    Leonardo Neumeyer

    SRI International, United States

    3 publications · 508 citations

    3

    h-index

  3. CJ
    Charles J. Geyer

    University of Minnesota, United States

    3 publications · 385 citations

    3

    h-index

  4. MT
    Man‐Lai Tang

    Hong Kong Baptist University, Hong Kong SAR China

    3 publications · 72 citations

    3

    h-index

  5. TJ
    Teng Joon Lim

    National University of Singapore, Singapore

    3 publications · 157 citations

    3

    h-index

1–5 of 373

Institutions

206

  1. University of Minnesota

    Minneapolis, United States

    6 h-index

    10 publications

    338 citations

  2. University of Iowa

    Iowa City, United States

    6 h-index

    9 publications

    272 citations

  3. The University of Texas at Austin

    Austin, United States

    4 h-index

    7 publications

    246 citations

  4. Pennsylvania State University

    State College, United States

    4 h-index

    5 publications

    282 citations

  5. Northeast Normal University

    Changchun, China

    3 h-index

    7 publications

    173 citations

  6. Washington University in St. Louis

    St Louis, United States

    3 h-index

    7 publications

    753 citations

  7. University of California San Diego

    San Diego, United States

    3 h-index

    5 publications

    142 citations

  8. SRI International

    Menlo Park, United States

    3 h-index

    6 publications

    1.3K citations

1–8 of 206

Venues

  1. 9

    h-index

  2. The Annals of Statistics

    8 publications · 886 citations

    8

    h-index

  3. IEEE Transactions on Signal Processing

    7 publications · 427 citations

    7

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 6 publications · 111 citations

    6

    h-index

  5. Statistics in Medicine

    5 publications · 172 citations

    5

    h-index

1–5