Concepedia

Bayesian Mendelian Randomization

Bayesian Mendelian Randomization is a statistical framework that integrates Bayesian inference with Mendelian randomization to estimate causal effects in genetic epidemiology by incorporating prior knowledge and uncertainty in genetic instruments, exposure, and outcome relationships.

47

Publications

2.8K

Citations

314

Authors

166

Institutions

Publications per year

2017–2026

42

Parents

Publications

47

Bayesian weighted Mendelian randomization for causal inference based on summary statistics

Jia Zhao, Jingsi Ming, Xianghong Hu et al. · Bioinformatics · 2019 · 363 citations · Full text

, , +15

Potential drug targets for multiple sclerosis identified through Mendelian randomization analysis

Jianfeng Lin, Jiawei Zhou, Yan Xu · Brain · 2023 · 271 citations · Full text

, , +13

Genetically determined serum urate levels and cardiovascular and other diseases in UK Biobank cohort: A phenome-wide mendelian randomization study

Xue Li, Xiangrui Meng, Yazhou He et al. · PLoS Medicine · 2019 · 171 citations · Full text

, , +17

Shared polygenic risk and causal inferences in amyotrophic lateral sclerosis

Sara Bandrés‐Ciga, Alastair J. Noyce, Gibran Hemani et al. · Annals of Neurology · 2019 · 164 citations · Full text

, , +16

Genetic Support of A Causal Relationship Between Iron Status and Type 2 Diabetes: A Mendelian Randomization Study

Xinhui Wang, Xuexian Fang, Wanru Zheng et al. · The Journal of Clinical Endocrinology & Metabolism · 2021 · 128 citations · Full text

, , +17

1–5 of 47

Authors

314

  1. SB
    Stephen Burgess

    University of Cambridge, United Kingdom

    6 publications · 233 citations

    6

    h-index

  2. JL
    Jin Liu

    Duke-NUS Medical School, Singapore

    3 publications · 401 citations

    3

    h-index

  3. GD
    George Davey Smith

    University of Bristol, United Kingdom

    3 publications · 202 citations

    3

    h-index

  4. JF
    James F. Wilson

    University of Edinburgh, United Kingdom

    2 publications · 134 citations

    2

    h-index

  5. YC
    Yitong Chen

    Zhejiang University, China

    2 publications · 36 citations

    2

    h-index

1–5 of 314

Institutions

166

  1. MRC Biostatistics Unit

    Cambridge, United Kingdom

    6 h-index

    12 publications

    433 citations

  2. University of Bristol

    Bristol, United Kingdom

    6 h-index

    20 publications

    1.4K citations

  3. Chinese Academy of Medical Sciences & Peking Union Medical College

    Beijing, China

    5 h-index

    28 publications

    1.6K citations

  4. University College London

    London, United Kingdom

    5 h-index

    7 publications

    497 citations

  5. Imperial College London

    London, United Kingdom

    4 h-index

    6 publications

    426 citations

  6. Zhejiang University

    Hangzhou, China

    4 h-index

    28 publications

    1.3K citations

  7. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    8 publications

    237 citations

  8. Medical Research Council

    London, United Kingdom

    3 h-index

    4 publications

    302 citations

1–8 of 166

Venues

  1. International Journal of Epidemiology

    3 publications · 161 citations

    3

    h-index

  2. Statistics in Medicine

    3 publications · 91 citations

    3

    h-index

  3. Bioinformatics

    3 publications · 409 citations

    3

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 2 publications · 176 citations

    2

    h-index

  5. The Journal of Clinical Endocrinology & Metabolism

    JCEM · 2 publications · 147 citations

    2

    h-index

1–5