Concepedia

Asymptotic Normality

Asymptotic Normality is a theoretical property of an estimator stating that, as the sample size approaches infinity, the distribution of the estimator converges to a normal distribution centered at the true parameter value, with variance decreasing at a rate proportional to the inverse of the sample size.

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2017–2026

446

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Publications

4.1K

Robust Estimation of a Location Parameter

Peter J. Huber · The Annals of Mathematical Statistics · 1964 · 7K citations · Full text

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Limiting forms of the frequency distribution of the largest or smallest member of a sample

Ronald Aylmer Fisher, L. H. C. Tippett · Mathematical Proceedings of the Cambridge Philosophical Society · 1928 · 3.3K citations

, , +10

Beta Regression for Modelling Rates and Proportions

Silvia L. P. Ferrari, Francisco Cribari‐Neto · Journal of Applied Statistics · 2004 · 3K citations

, , +16

Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory

Sumio Watanabe · arXiv (Cornell University) · 2010 · 2.3K citations · Full text

, , +14

Large sample estimation and hypothesis testing

Whitney K. Newey, Daniel McFadden · RePEc: Research Papers in Economics · 1986 · 2.2K citations

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  1. JF
    Jianqing Fan

    Princeton University, United States

    24 publications · 3.9K citations

    21

    h-index

  2. HD
    Holger Dette

    Ruhr University Bochum, Germany

    19 publications · 861 citations

    16

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  3. HL
    Hira L. Koul

    Michigan State University, United States

    16 publications · 784 citations

    15

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  4. MH
    Marc Hallin

    Université Libre de Bruxelles, Belgium

    17 publications · 1.1K citations

    15

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  5. LW
    Lionel Weiss

    Cornell University, United States

    16 publications · 392 citations

    14

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  1. Cornell University

    Ithaca, United States

    31 h-index

    64 publications

    3.6K citations

  2. Yale University

    New Haven, United States

    31 h-index

    55 publications

    8.5K citations

  3. Pennsylvania State University

    State College, United States

    29 h-index

    62 publications

    4.2K citations

  4. Stanford University

    Stanford, United States

    29 h-index

    74 publications

    8K citations

  5. Texas A&M University

    College Station, United States

    28 h-index

    76 publications

    4.3K citations

  6. Princeton University

    Princeton, United States

    26 h-index

    64 publications

    6.3K citations

  7. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    26 h-index

    73 publications

    3.8K citations

  8. North Carolina State University

    Raleigh, United States

    25 h-index

    58 publications

    3.3K citations

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  1. The Annals of Statistics

    402 publications · 47.6K citations

    113

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  2. Journal of the American Statistical Association

    306 publications · 24.9K citations

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  3. The Annals of Mathematical Statistics

    129 publications · 25K citations

    64

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  4. Econometrica

    67 publications · 16.1K citations

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