Concepedia

Variances

Variances is a theoretical construct in machine learning that characterizes the sensitivity of a model's predictions to variations in the training data, distinguishing it from bias by quantifying the extent to which the model's estimates fluctuate across different samples.

3.4K

Publications

265.2K

Citations

7.6K

Authors

2.3K

Institutions

Publications per year

2017–2026

452

Variants

Variance

Parents

Publications

3.4K

Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation

Robert F. Engle · Econometrica · 1982 · 20.6K citations

, , +15

The Analysis of Variance

Henry Scheffé · Soil Science · 1960 · 5.6K citations

, , +16

The biplot graphic display of matrices with application to principal component analysis

K. R. Gabriel · Biometrika · 1971 · 2.9K citations

, , +13

The stochastic behavior of common stock variances Value, leverage and interest rate effects

Andrew Christie · Journal of Financial Economics · 1982 · 2.4K citations

, , +16

Optimal monetary policy with staggered wage and price contracts

Christopher J. Erceg, Dale W. Henderson, Andrew Levin · Journal of Monetary Economics · 2000 · 2.3K citations · Full text

, , +14

1–5 of 3.4K

Authors

7.6K

  1. RR
    Rand R. Wilcox

    University of Southern California, United States

    11 publications · 252 citations

    11

    h-index

  2. LV
    L.D. Van Vleck

    Cornell University, United States

    11 publications · 341 citations

    11

    h-index

  3. HJ
    H. J. Keselman

    University of Manitoba, Canada

    11 publications · 551 citations

    11

    h-index

  4. TB
    T. B. Whitaker

    North Carolina State University, United States

    10 publications · 328 citations

    10

    h-index

  5. ZD
    Zili Deng

    Heilongjiang University, China

    9 publications · 373 citations

    9

    h-index

1–5 of 7.6K

Institutions

2.3K

  1. University of Michigan

    Ann Arbor, United States

    21 h-index

    47 publications

    3K citations

  2. Cornell University

    Ithaca, United States

    21 h-index

    60 publications

    3K citations

  3. Harvard University

    Cambridge, United States

    20 h-index

    38 publications

    6K citations

  4. University of Minnesota

    Minneapolis, United States

    20 h-index

    44 publications

    6.1K citations

  5. North Carolina State University

    Raleigh, United States

    19 h-index

    66 publications

    2.1K citations

  6. University of Toronto

    Toronto, Canada

    19 h-index

    45 publications

    4.8K citations

  7. University of Wisconsin–Madison

    Madison, United States

    19 h-index

    48 publications

    2.2K citations

  8. Stanford University

    Stanford, United States

    19 h-index

    33 publications

    7.2K citations

1–8 of 2.3K

Venues

  1. Journal of the American Statistical Association

    142 publications · 14K citations

    54

    h-index

  2. Biometrics

    62 publications · 7.3K citations

    35

    h-index

  3. Biometrika

    57 publications · 11K citations

    32

    h-index

  4. The Annals of Mathematical Statistics

    36 publications · 6.6K citations

    26

    h-index

  5. Technometrics

    46 publications · 3K citations

    25

    h-index

1–5