Concepedia

Bayesian Causality Assessment

Bayesian Causality Assessment is a formal probabilistic framework for evaluating causal relationships among variables by updating prior beliefs with observed evidence according to Bayes' theorem, distinguished from other causal assessment methods by its explicit incorporation of uncertainty and subjective priors in the inference process.

12

Publications

392

Citations

45

Authors

24

Institutions

Publications per year

2017–2026

2

Parents

Publications

12

Identification of reciprocal causality between non-alcoholic fatty liver disease and metabolic syndrome by a simplified Bayesian network in a Chinese population

Yongyuan Zhang, Tao Zhang, Chengqi Zhang et al. · BMJ Open · 2015 · 76 citations · Full text

, , +16

Bayesian Causality Test for Integer-Valued Time Series Models with Applications to Climate and Crime Data

Cathy W. S. Chen, Sangyeol Lee · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2016 · 60 citations

, , +16

Comparison of Three Methods (Consensual Expert Judgement, Algorithmic and Probabilistic Approaches) of Causality Assessment of Adverse Drug Reactions

Hélène Théophile, Yannick Arimone, Ghada Miremont‐Salamé et al. · Drug Safety · 2010 · 56 citations

, , +13

Computer‐Assisted Evaluation of Adverse Events Using a Bayesian Approach

Krista L. Lanctôt, Claudio A. Naranjo · The Journal of Clinical Pharmacology · 1994 · 43 citations

, , +16

A Bayesian Assessment of Idiosyncratic Adverse Reactions to New Drugs: Guillain‐Barré Syndrome and Zimeldine

Claudio A. Naranjo, David A. Lane, Marianne Ho‐Asjoe et al. · The Journal of Clinical Pharmacology · 1990 · 26 citations

, , +17

1–5 of 12

Authors

45

  1. KL
    Krista L. Lanctôt

    Sunnybrook Health Science Centre, Canada

    2 publications · 69 citations

    2

    h-index

  2. DA
    David A. Lane

    Charing Cross Hospital, United Kingdom

    2 publications · 51 citations

    2

    h-index

  3. CA
    Claudio A. Naranjo

    University of Toronto, Canada

    2 publications · 69 citations

    2

    h-index

  4. PP
    Pedro Pereira Rodrigues

    Universidade do Porto, Portugal

    1 publications · 26 citations

    1

    h-index

  5. FX
    Fuzhong Xue

    Shandong University, China

    1 publications · 76 citations

    1

    h-index

1–5 of 45

Institutions

24

  1. University of Minnesota

    Minneapolis, United States

    2 h-index

    2 publications

    51 citations

  2. Feng Chia University

    Taichung, Taiwan

    1 h-index

    1 publications

    60 citations

  3. Seoul National University

    Seoul, South Korea

    1 h-index

    1 publications

    60 citations

  4. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas

    Madrid, Spain

    1 h-index

    4 publications

    48 citations

  5. Instituto de Salud Carlos III

    Madrid, Spain

    1 h-index

    4 publications

    48 citations

  6. University of Toronto

    Toronto, Canada

    1 h-index

    3 publications

    78 citations

  7. Inserm

    Paris, France

    1 h-index

    7 publications

    392 citations

  8. Universidade do Porto

    Porto, Portugal

    1 h-index

    3 publications

    78 citations

1–8 of 24

Venues

  1. Pharmacoepidemiology and Drug Safety

    2 publications · 29 citations

    2

    h-index

  2. The Journal of Clinical Pharmacology

    2 publications · 69 citations

    2

    h-index

  3. Frontiers in Pharmacology

    1 publications · 20 citations

    1

    h-index

  4. PubMed

    Repository · 1 publications · 10 citations

    1

    h-index

  5. BMJ Open

    1 publications · 76 citations

    1

    h-index

1–5