Concepedia

Probabilistic Attribution

Probabilistic Attribution is a marketing attribution model that belongs to the class of statistical inference methods and specifically differentiates itself by assigning likelihoods of conversion contribution to touchpoints using probabilistic algorithms rather than deterministic rules.

24

Publications

2.8K

Citations

98

Authors

50

Institutions

Publications per year

2017–2026

8

Variants

Probabilistic Attribution Modeling

Parents

Publications

24

A Bayesian analysis of attribution processes.

Icek Ajzen, Martin Fishbein · Psychological Bulletin · 1975 · 1.5K citations

, , +12

A protocol for probabilistic extreme event attribution analyses

Sjoukje Philip, Sarah Kew, Geert Jan van Oldenborgh et al. · Advances in statistical climatology, meteorology and oceanography · 2020 · 311 citations · Full text

, , +16

The economic costs of Hurricane Harvey attributable to climate change

David J. Frame, Michael Wehner, Ilan Noy et al. · Climatic Change · 2020 · 142 citations · Full text

, , +15

Upgrade of the HadGEM3-A based attribution system to high resolution and a new validation framework for probabilistic event attribution

Andrew Ciavarella, Nikos Christidis, Martin B. Andrews et al. · Weather and Climate Extremes · 2018 · 112 citations · Full text

, , +17

Attribution of extreme weather events in Africa: a preliminary exploration of the science and policy implications

Friederike E. L. Otto, Emily Boyd, Richard Jones et al. · Climatic Change · 2015 · 105 citations · Full text

, , +17

1–5 of 24

Authors

98

  1. FE
    Friederike E. L. Otto

    University of Oxford, United Kingdom

    10 publications · 754 citations

    10

    h-index

  2. MA
    Myles Allen

    University of Oxford, United Kingdom

    4 publications · 205 citations

    4

    h-index

  3. SS
    Sebastian Sippel

    ETH Zurich, Switzerland

    3 publications · 179 citations

    3

    h-index

  4. RJ
    Rachel James

    University of Oxford, United Kingdom

    2 publications · 138 citations

    2

    h-index

  5. HR
    Hannah R. Parker

    University of Reading, United Kingdom

    2 publications · 138 citations

    2

    h-index

1–5 of 98

Institutions

50

  1. University of Oxford

    Oxford, United Kingdom

    9 h-index

    26 publications

    1.6K citations

  2. Met Office

    Exeter, United Kingdom

    4 h-index

    12 publications

    1.4K citations

  3. National Institute of Water and Atmospheric Research

    Auckland, New Zealand

    2 h-index

    2 publications

    167 citations

  4. ARC Centre of Excellence for Climate System Science

    Sydney, Australia

    2 h-index

    3 publications

    447 citations

  5. The University of Melbourne

    Melbourne, Australia

    2 h-index

    3 publications

    447 citations

  6. Victoria University of Wellington

    Wellington, New Zealand

    2 h-index

    3 publications

    352 citations

  7. University of Reading

    Reading, United Kingdom

    2 h-index

    6 publications

    414 citations

  8. Max Planck Institute for Biogeochemistry

    Jena, Germany

    2 h-index

    2 publications

    136 citations

1–8 of 50

Venues

  1. Climatic Change

    5 publications · 382 citations

    5

    h-index

  2. Weather and Climate Extremes

    3 publications · 197 citations

    3

    h-index

  3. Human Development

    1 publications · 11 citations

    1

    h-index

  4. Ethics Policy & Environment

    1 publications · 27 citations

    1

    h-index

  5. Weather Climate and Society

    1 publications · 43 citations

    1

    h-index

1–5