Concepedia

Regression

Regression is a statistical modeling technique that represents the conditional distribution—typically the conditional mean or another specified functional—of a response variable as a function of one or more explanatory variables, thereby quantifying their systematic relationship and enabling prediction and inference.

4.4K

Publications

613.3K

Citations

6.2K

Authors

2.1K

Institutions

Publications per year

2017–2026

736

Variants

Regression Analysis

Parents

Children

Publications

4.4K

Regression Shrinkage and Selection Via the Lasso

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

, , +17

Applied Regression Analysis

Technometrics · 2005 · 18.1K citations

, , +17

Ridge Regression: Biased Estimation for Nonorthogonal Problems

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

, , +15

Applied Regression Analysis and Other Multivariable Methods

Esteban Walker, David G. Kleinbaum, Lawrence L. Kupper et al. · Technometrics · 1989 · 8.4K citations

, , +16

An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias

Arnold Zellner · Journal of the American Statistical Association · 1962 · 8.1K citations

, , +14

1–5 of 4.4K

Authors

6.2K

  1. RD
    R. Dennis Cook

    University of Minnesota, United States

    41 publications · 15.2K citations

    35

    h-index

  2. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    34 publications · 4.6K citations

    25

    h-index

  3. SW
    Sanford Weisberg

    University of Minnesota, United States

    20 publications · 8K citations

    17

    h-index

  4. DR
    David Ruppert

    Cornell University, United States

    20 publications · 3.3K citations

    16

    h-index

  5. HM
    Hans‐Georg Müller

    University of California, Davis, United States

    16 publications · 909 citations

    14

    h-index

1–5 of 6.2K

Institutions

2.1K

  1. University of Minnesota

    Minneapolis, United States

    42 h-index

    99 publications

    22.4K citations

  2. North Carolina State University

    Raleigh, United States

    32 h-index

    54 publications

    7.8K citations

  3. Stanford University

    Stanford, United States

    31 h-index

    70 publications

    13.3K citations

  4. Texas A&M University

    College Station, United States

    30 h-index

    57 publications

    5K citations

  5. University of California, Davis

    Davis, United States

    30 h-index

    55 publications

    5.5K citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    27 h-index

    68 publications

    9.6K citations

  7. University of Michigan

    Ann Arbor, United States

    26 h-index

    63 publications

    5.1K citations

  8. University of Wisconsin–Madison

    Madison, United States

    26 h-index

    49 publications

    4.4K citations

1–8 of 2.1K

Venues

  1. Journal of the American Statistical Association

    413 publications · 92.5K citations

    117

    h-index

  2. Technometrics

    222 publications · 85.6K citations

    88

    h-index

  3. The Annals of Statistics

    103 publications · 13.9K citations

    55

    h-index

  4. Biometrika

    124 publications · 19.5K citations

    52

    h-index

  5. 46

    h-index

1–5