Concepedia

Parametric Estimation

Parametric Estimation is a statistical inference method that belongs to the class of estimation techniques in which the underlying probability distribution is assumed to have a known functional form characterized by a finite set of parameters, distinguishing it from nonparametric and semiparametric approaches by requiring explicit specification of the distributional family.

1.9K

Publications

148.1K

Citations

3.3K

Authors

1.4K

Institutions

Publications per year

2017–2026

247

Variants

Parametric Inference

Parents

Publications

1.9K

Nonparametric Statistical Methods

Technometrics · 1999 · 6.2K citations

, , +14

Remarks on Some Nonparametric Estimates of a Density Function

Murray Rosenblatt · The Annals of Mathematical Statistics · 1956 · 4.5K citations · Full text

, , +12

Nonparametric estimation of the number of classes in a population

Anne Chao · Scandinavian Journal of Statistics · 1984 · 4.3K citations

, , +14

Rank Transformations as a Bridge between Parametric and Nonparametric Statistics

W. J. Conover, Ronald L. Iman · The American Statistician · 1981 · 3.6K citations

, , +10

Estimation of Regression Coefficients When Some Regressors are not Always Observed

James M. Robins, Andrea Rotnitzky, Lue Ping Zhao · Journal of the American Statistical Association · 1994 · 2.7K citations

, , +17

1–5 of 1.9K

Authors

3.3K

  1. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    17 publications · 1.6K citations

    16

    h-index

  2. WK
    Whitney K. Newey

    Massachusetts Institute of Technology, United States

    15 publications · 2.7K citations

    15

    h-index

  3. JL
    Joël L. Horowitz

    University of Iowa, United States

    12 publications · 1.4K citations

    12

    h-index

  4. PH
    Peter Hall

    Australian National University, Australia

    12 publications · 781 citations

    11

    h-index

  5. AD
    Aurore Delaigle

    The University of Melbourne, Australia

    10 publications · 478 citations

    10

    h-index

1–5 of 3.3K

Institutions

1.4K

  1. Texas A&M University

    College Station, United States

    25 h-index

    55 publications

    5.2K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    21 h-index

    74 publications

    5.1K citations

  3. Australian National University

    Canberra, Australia

    19 h-index

    36 publications

    3.3K citations

  4. Stanford University

    Stanford, United States

    19 h-index

    31 publications

    3.4K citations

  5. Princeton University

    Princeton, United States

    17 h-index

    32 publications

    3.6K citations

  6. Harvard University

    Cambridge, United States

    16 h-index

    31 publications

    8.6K citations

  7. University of California, Berkeley

    Berkeley, United States

    16 h-index

    37 publications

    2.9K citations

  8. Cornell University

    Ithaca, United States

    15 h-index

    21 publications

    2.6K citations

1–8 of 1.4K

Venues

  1. Journal of the American Statistical Association

    106 publications · 20.6K citations

    52

    h-index

  2. The Annals of Statistics

    78 publications · 10.1K citations

    45

    h-index

  3. 36

    h-index

  4. Econometrica

    35 publications · 9K citations

    31

    h-index

  5. Biometrika

    50 publications · 4.6K citations

    31

    h-index

1–5