Concepedia

Minimum Mean Square Error Estimation

Minimum Mean Square Error Estimation is a parameter estimation method that belongs to the class of Bayesian estimators and is distinguished by its objective of minimizing the expected value of the squared difference between the estimated parameters and their true values under a given prior distribution.

1.2K

Publications

94.2K

Citations

2.6K

Authors

969

Institutions

Publications per year

2017–2026

247

Variants

Mmse Estimation

Parents

Publications

1.2K

Ridge Regression: Biased Estimation for Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 1970 · 8.9K citations

, , +15

Ridge Regression: Biased Estimation for Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 2000 · 6.6K citations

, , +15

Speech enhancement using a minimum mean-square error log-spectral amplitude estimator

Y. Ephraim, D. Malah · IEEE Transactions on Acoustics Speech and Signal Processing · 1985 · 3.8K citations

, , +16

Least Median of Squares Regression

Peter J. Rousseeuw · Journal of the American Statistical Association · 1984 · 3.6K citations

, , +16

Speech enhancement using a minimum-mean square error short-time spectral amplitude estimator

Y. Ephraim, D. Malah · IEEE Transactions on Acoustics Speech and Signal Processing · 1984 · 2.9K citations

, , +16

1–5 of 1.2K

Authors

2.6K

  1. YC
    Yonina C. Eldar

    Technion – Israel Institute of Technology, Israel

    12 publications · 1.1K citations

    11

    h-index

  2. MM
    Mikhail Moklyachuk

    Taras Shevchenko National University of Kyiv, Ukraine

    10 publications · 158 citations

    10

    h-index

  3. XR
    X. Rong Li

    University of New Orleans, United States

    9 publications · 386 citations

    9

    h-index

  4. SV
    Sergio Verdú

    Princeton University, United States

    9 publications · 2.1K citations

    9

    h-index

  5. HV
    H. Vincent Poor

    Princeton University, United States

    8 publications · 209 citations

    8

    h-index

1–5 of 2.6K

Institutions

969

  1. Technion – Israel Institute of Technology

    Haifa, Israel

    22 h-index

    56 publications

    16.8K citations

  2. Princeton University

    Princeton, United States

    18 h-index

    42 publications

    5K citations

  3. Southeast University

    Nanjing, China

    15 h-index

    52 publications

    2K citations

  4. KTH Royal Institute of Technology

    Stockholm, Sweden

    14 h-index

    29 publications

    1.3K citations

  5. Stanford University

    Stanford, United States

    13 h-index

    21 publications

    769 citations

  6. Delft University of Technology

    Delft, The Netherlands

    13 h-index

    33 publications

    6.3K citations

  7. Tsinghua University

    Beijing, China

    13 h-index

    45 publications

    4.2K citations

  8. Xi'an Jiaotong University

    Xi'an, China

    13 h-index

    28 publications

    2.5K citations

1–8 of 969

Venues

  1. IEEE Transactions on Signal Processing

    125 publications · 8.7K citations

    48

    h-index

  2. IEEE Transactions on Information Theory

    45 publications · 4.6K citations

    28

    h-index

  3. IEEE Transactions on Wireless Communications

    22 publications · 969 citations

    19

    h-index

  4. IEEE Communications Letters

    25 publications · 1.4K citations

    18

    h-index

  5. IEEE Signal Processing Letters

    29 publications · 2K citations

    17

    h-index

1–5