Concepedia

Probabilistic Sensitivity Analysis

Probabilistic Sensitivity Analysis is a statistical methodology within sensitivity analysis that quantifies the effect of uncertainty in model inputs, characterized by probability distributions, on the variability of model outputs, thereby distinguishing itself from deterministic approaches by incorporating probabilistic representations of input parameter uncertainty.

771

Publications

37.4K

Citations

3.2K

Authors

1.3K

Institutions

Publications per year

2017–2026

314

Parents

Publications

771

Venous thromboembolism (VTE) in Europe

Giancarlo Agnelli, Frederick A. Anderson, Juan I. Arcelus et al. · Thrombosis and Haemostasis · 2007 · 1.6K citations

, , +15

Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach

Jeremy E. Oakley, Anthony O’Hagan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 1.1K citations · Full text

, , +16

Estimating the Attributable Cost of Physician Burnout in the United States

Shasha Han, Tait D. Shanafelt, Christine A. Sinsky et al. · Annals of Internal Medicine · 2019 · 907 citations

, , +17

Probabilistic Sensitivity Analysis Using Monte Carlo Simulation

Peter M. Doubilet, Colin B. Begg, Milton C. Weinstein et al. · Medical Decision Making · 1985 · 851 citations

, , +16

A software framework for probabilistic sensitivity analysis for computationally expensive models

N. Vu‐Bac, Tom Lahmer, Xiaoying Zhuang et al. · Advances in Engineering Software · 2016 · 583 citations

, , +16

1–5 of 771

Authors

3.2K

  1. MG
    M. G. Myriam Hunink

    Erasmus MC, Netherlands

    9 publications · 453 citations

    9

    h-index

  2. EB
    Emanuele Borgonovo

    Bocconi University, Italy

    8 publications · 504 citations

    8

    h-index

  3. JE
    Jeremy E. Oakley

    University of Sheffield, United Kingdom

    7 publications · 1.7K citations

    7

    h-index

  4. BW
    Bin Wu

    Renji Hospital, China

    6 publications · 180 citations

    6

    h-index

  5. MF
    Matthias F. Froelich

    University Medical Centre Mannheim, Germany

    6 publications · 146 citations

    6

    h-index

1–5 of 3.2K

Institutions

1.3K

  1. University of Toronto

    Toronto, Canada

    17 h-index

    59 publications

    2.1K citations

  2. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    16 h-index

    48 publications

    1.9K citations

  3. University of Sheffield

    Sheffield, United Kingdom

    15 h-index

    69 publications

    7.3K citations

  4. Erasmus University Rotterdam

    Rotterdam, The Netherlands

    13 h-index

    35 publications

    1.1K citations

  5. Erasmus MC

    Rotterdam, The Netherlands

    13 h-index

    36 publications

    1.5K citations

  6. Harvard University

    Cambridge, United States

    12 h-index

    21 publications

    631 citations

  7. University College London

    London, United Kingdom

    12 h-index

    35 publications

    1.5K citations

  8. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    11 h-index

    30 publications

    1.1K citations

1–8 of 1.3K

Venues

  1. Medical Decision Making

    MDM · 31 publications · 3.1K citations

    23

    h-index

  2. Reliability Engineering & System Safety

    24 publications · 1.5K citations

    20

    h-index

  3. PLoS ONE

    30 publications · 830 citations

    19

    h-index

  4. Journal of Medical Economics

    JME · 14 publications · 407 citations

    13

    h-index

  5. 12

    h-index

1–5