Concepedia

Statistical Inference

Statistical Inference is the branch of statistics that uses probabilistic models and observed sample data to draw generalizable conclusions about unknown properties of underlying populations or data-generating mechanisms, thereby enabling estimation, prediction, and hypothesis assessment with quantified uncertainty.

51.3K

Publications

6M

Citations

50.5K

Authors

7.9K

Institutions

Publications per year

2017–2026

7.7K

Parents

Children

Publications

51.3K

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

, , +10

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

, , +17

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

, , +16

Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach

Fred S. Guthery, Kenneth P. Burnham, David Anderson · Journal of Wildlife Management · 2003 · 42.2K citations · Full text

, , +16

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

, , +12

1–5 of 51.3K

Authors

50.5K

  1. BE
    Bradley Efron

    Stanford University, United States

    93 publications · 31.9K citations

    66

    h-index

  2. ER
    Eric R. Ziegel

    Kyocera (United States), United States

    86 publications · 29.5K citations

    52

    h-index

  3. AG
    Andrew Gelman

    Columbia University, United States

    89 publications · 39.3K citations

    51

    h-index

  4. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    100 publications · 9K citations

    51

    h-index

  5. VC
    Victor Chernozhukov

    Massachusetts Institute of Technology, United States

    93 publications · 13.7K citations

    47

    h-index

1–5 of 50.5K

Institutions

7.9K

  1. Stanford University

    Stanford, United States

    156 h-index

    1.2K publications

    253.2K citations

  2. University of California, Berkeley

    Berkeley, United States

    136 h-index

    1.2K publications

    153.1K citations

  3. University of Chicago

    Chicago, United States

    125 h-index

    679 publications

    143.7K citations

  4. Princeton University

    Princeton, United States

    121 h-index

    660 publications

    92.4K citations

  5. Harvard University

    Cambridge, United States

    120 h-index

    804 publications

    260.4K citations

  6. University of Michigan

    Ann Arbor, United States

    111 h-index

    789 publications

    93.5K citations

  7. University of Washington

    Seattle, United States

    109 h-index

    769 publications

    100.3K citations

  8. University College London

    London, United Kingdom

    106 h-index

    584 publications

    86K citations

1–8 of 7.9K

Venues

  1. Journal of the American Statistical Association

    3.8K publications · 624.6K citations

    338

    h-index

  2. Technometrics

    1.3K publications · 315K citations

    227

    h-index

  3. The Annals of Statistics

    1.9K publications · 253.9K citations

    225

    h-index

  4. Biometrika

    1.7K publications · 193.4K citations

    182

    h-index

  5. Biometrics

    987 publications · 197.1K citations

    167

    h-index

1–5