Concepedia

Variance-based Decomposition

Variance-Based Decomposition is a systematic method in uncertainty quantification that decomposes the variance of a model output into contributions from individual input variables and their interactions, thereby enabling the identification of the most influential sources of uncertainty.

192

Publications

9.8K

Citations

496

Authors

292

Institutions

Publications per year

2017–2026

72

Parents

Publications

192

Estimators of Relative Importance in Linear Regression Based on Variance Decomposition

Ulrike Grömping · The American Statistician · 2007 · 598 citations

, , +14

Does corporate strategy matter?

Edward H. Bowman, Constance E. Helfat · Strategic Management Journal · 2000 · 394 citations

, , +8

Applications of weighted Voronoi diagrams and randomization to variance-based <i>k</i>-clustering

Mary Inaba, Naoki Katoh, Hiroshi Imai · 1994 · 325 citations · Full text

, , +13

Sensitivity analysis of model output

Karen Chan, Andrea Saltelli, Stefano Tarantola · 1997 · 314 citations · Full text

, , +11

State-Dependent or Time-Dependent Pricing: Does it Matter for Recent U.S. Inflation?

Peter J. Klenow, Oleksiy Kryvtsov · National Bureau of Economic Research · 2005 · 248 citations · Full text

, , +12

1–5 of 192

Authors

496

  1. DS
    Dan Segal

    University of Toronto, Canada

    5 publications · 374 citations

    5

    h-index

  2. JL
    Jeffrey L. Callen

    University of Toronto, Canada

    5 publications · 374 citations

    5

    h-index

  3. ZL
    Zhenzhou Lü

    Northwestern Polytechnical University, China

    4 publications · 107 citations

    4

    h-index

  4. AS
    Andrea Saltelli

    Joint Research Centre, Italy

    3 publications · 544 citations

    3

    h-index

  5. LA
    Laura Almasy

    Texas Biomedical Research Institute, United States

    3 publications · 138 citations

    3

    h-index

1–5 of 496

Institutions

292

  1. University of Toronto

    Toronto, Canada

    6 h-index

    12 publications

    919 citations

  2. Northwestern Polytechnical University

    Xi'an, China

    5 h-index

    17 publications

    484 citations

  3. Princeton University

    Princeton, United States

    4 h-index

    10 publications

    1.6K citations

  4. National Bureau of Economic Research

    Cambridge, United States

    4 h-index

    6 publications

    650 citations

  5. Texas Biomedical Research Institute

    San Antonio, United States

    4 h-index

    12 publications

    473 citations

  6. Pennsylvania State University

    State College, United States

    3 h-index

    4 publications

    119 citations

  7. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    7 publications

    176 citations

  8. Joint Research Centre

    Ispra, Italy

    3 h-index

    7 publications

    1.1K citations

1–8 of 292

Venues

  1. SSRN Electronic Journal

    Repository · 10 publications · 325 citations

    10

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 206 citations

    5

    h-index

  3. Strategic Management Journal

    SMJ · 4 publications · 672 citations

    4

    h-index

  4. Reliability Engineering & System Safety

    3 publications · 142 citations

    3

    h-index

  5. Journal of Climate

    2 publications · 43 citations

    2

    h-index

1–5