Concepedia

Parameter Influence Analysis

Parameter Influence Analysis is a systematic methodological approach within the interpretation of results that identifies and quantifies the relative impact of individual model parameters on the outcomes of a computational or statistical model, distinguishing it from general sensitivity analyses by focusing specifically on directional and magnitude effects of parameter variations.

163

Publications

6.5K

Citations

400

Authors

204

Institutions

Publications per year

2017–2026

28

Parents

Publications

163

Sensitivity analysis methods for building energy models: Comparing computational costs and extractable information

Kathrin Menberg, Yeonsook Heo, Ruchi Choudhary · Energy and Buildings · 2016 · 199 citations · Full text

, , +17

A Predictive View of the Detection and Characterization of Influential Observations in Regression Analysis

Wesley O. Johnson, Seymour Geisser · Journal of the American Statistical Association · 1983 · 162 citations

, , +12

Criticism and Influence Analysis in Regression

R. Dennis Cook, Sanford Weisberg · Sociological Methodology · 1982 · 162 citations

, , +3

A new measure of overall potential influence in linear regression

Ali S. Hadi · Computational Statistics & Data Analysis · 1992 · 147 citations

, , +11

Influence diagnostics in generalized log-gamma regression models

Edwin M. M. Ortega, Heleno Bolfarine, Gilberto A. Paula · Computational Statistics & Data Analysis · 2003 · 125 citations

, , +9

1–5 of 163

Authors

400

  1. GA
    Gilberto A. Paula

    Universidade de São Paulo, Brazil

    8 publications · 467 citations

    8

    h-index

  2. AH
    Andy H. Lee

    Curtin University, Australia

    6 publications · 142 citations

    6

    h-index

  3. MG
    Manuel Galea

    University of Valparaíso, Chile

    6 publications · 290 citations

    6

    h-index

  4. RD
    R. Dennis Cook

    University of Minnesota, United States

    5 publications · 524 citations

    5

    h-index

  5. SL
    Shuangzhe Liu

    University of Canberra, Australia

    4 publications · 159 citations

    4

    h-index

1–5 of 400

Institutions

204

  1. University of Minnesota

    Minneapolis, United States

    11 h-index

    14 publications

    881 citations

  2. Universidade de São Paulo

    São Paulo, Brazil

    9 h-index

    15 publications

    794 citations

  3. University of Valparaíso

    Valparaíso, Chile

    5 h-index

    5 publications

    305 citations

  4. University of California, Davis

    Davis, United States

    4 h-index

    4 publications

    336 citations

  5. Brazilian Society of Computational and Applied Mathematics

    São Carlos, Brazil

    4 h-index

    6 publications

    444 citations

  6. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    4 h-index

    11 publications

    350 citations

  7. Texas A&M University

    College Station, United States

    4 h-index

    9 publications

    391 citations

  8. Australian National University

    Canberra, Australia

    3 h-index

    4 publications

    121 citations

1–8 of 204

Venues

  1. 9

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 9 publications · 653 citations

    9

    h-index

  3. 6

    h-index

  4. Technometrics

    6 publications · 373 citations

    6

    h-index

  5. Journal of Applied Statistics

    5 publications · 205 citations

    5

    h-index

1–5