Concepedia

Value Of Sample Information

Value of Sample Information is the expected increase in optimal decision payoff attainable from acquiring and using sampled data to reduce uncertainty about an unknown parameter, distinguished from the value of perfect information by its reliance on probabilistic, rather than fully accurate, information.

69

Publications

3.8K

Citations

146

Authors

101

Institutions

Publications per year

2017–2026

13

Variants

Vsi

Parents

Publications

69

Expected Value of Sample Information Calculations in Medical Decision Modeling

A. E. Ades, G. Lu, Karl Claxton · Medical Decision Making · 2004 · 369 citations

, , +16

When do we need more data? A primer on calculating the value of information for applied ecologists

Stefano Canessa, Gurutzeta Guillera‐Arroita, José J. Lahoz‐Monfort et al. · Methods in Ecology and Evolution · 2015 · 212 citations · Full text

, , +17

Expected value of information and decision making in HTA

Simon Eckermann, Andrew R. Willan · Health Economics · 2006 · 189 citations

, , +13

BAYESIAN VALUE-OF-INFORMATION ANALYSIS

Karl Claxton, Peter J. Neumann, S Araki et al. · International Journal of Technology Assessment in Health Care · 2001 · 182 citations · Full text

, , +17

Sequential Sampling to Myopically Maximize the Expected Value of Information

Stephen E. Chick, Jürgen Branke, Christian Schmidt · INFORMS journal on computing · 2009 · 166 citations

, , +17

1–5 of 69

Authors

146

  1. AB
    Alan Brennan

    University of Sheffield, United Kingdom

    6 publications · 343 citations

    6

    h-index

  2. AR
    Andrew R. Willan

    University of Toronto, Canada

    5 publications · 381 citations

    5

    h-index

  3. GB
    Gianluca Baio

    University College London, United Kingdom

    4 publications · 160 citations

    4

    h-index

  4. AH
    Anna Heath

    University College London, United Kingdom

    4 publications · 160 citations

    4

    h-index

  5. HJ
    Hawre Jalal

    University of Pittsburgh, United States

    4 publications · 216 citations

    4

    h-index

1–5 of 146

Institutions

101

  1. University of Sheffield

    Sheffield, United Kingdom

    9 h-index

    22 publications

    1.1K citations

  2. University of York

    York, United Kingdom

    9 h-index

    16 publications

    1.1K citations

  3. University of Toronto

    Toronto, Canada

    8 h-index

    9 publications

    555 citations

  4. Harvard University

    Cambridge, United States

    5 h-index

    5 publications

    257 citations

  5. University College London

    London, United Kingdom

    5 h-index

    10 publications

    366 citations

  6. SickKids Foundation

    Toronto, Canada

    5 h-index

    5 publications

    335 citations

  7. University of Bristol

    Bristol, United Kingdom

    4 h-index

    8 publications

    294 citations

  8. Stanford University

    Stanford, United States

    4 h-index

    7 publications

    351 citations

1–8 of 101

Venues

  1. Medical Decision Making

    MDM · 18 publications · 1K citations

    14

    h-index

  2. Health Economics

    5 publications · 429 citations

    5

    h-index

  3. Value in Health

    3 publications · 138 citations

    3

    h-index

  4. Journal of Personality and Social Psychology

    3 publications · 244 citations

    3

    h-index

  5. 3

    h-index

1–5