Mohammad Ali Mansournia
Statistics and Probability · 2012–2022
A researcher in the Science corpus: 19 papers; trusts 10 researchers and is trusted by 5 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 64 citations into it; #5,992 of 12,932 by trust here, #2,800 by citations
- Epidemiology — 29 citations into it
- Health — 19 citations into it
- Causal Inference & Discovery — 14 citations into it
- Anatomy — 7 citations into it
- Control and Systems Engineering — 7 citations into it
Whom Mohammad Ali Mansournia trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Sander Greenland
- James M. Robins
- Miguel A. Hern'an
- Judea Pearl
- Douglas G. Altman
- Donald B. Rubin
- Babette A. Brumback
- M. J. Funk
- Peter Spirtes
- A. DeMaris
Who trusts Mohammad Ali Mansournia overall
- Ioana Bica
- Sander Greenland
- M. Etminan
- Ahmed M. Alaa
- Bryan Lim
- G. Danaei
- J. Sterne
- Kazem Mohammad
- Mihaela van der Schaar
- J. Kaufman
Papers from Mohammad Ali Mansournia's perspective
Ordered by how strongly the researchers Mohammad Ali Mansournia trusts endorse each paper. Same corpus, a different order for every researcher.
- Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
- Design of Experiments
- Causal diagrams for empirical research
- Covariate balancing propensity score
- Observational data for comparative effectiveness research: an emulation of randomised trials to estimate the effect of statins on primary prevention of coronary heart disease
- The central role of the propensity score in observational studies for causal effects
- Alternative Graphical Causal Models and the Identification of Direct E!ects
- Testing for baseline balance in clinical trials.
- Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference (Political Analysis)
- Summary and discussion of “ The central role of the propensity score in observational studies for causal effects
Their papers
- Biases in randomized trials: a conversation between trialists and epidemiologists (2017) — 241 citations
- Limitations of individual causal models, causal graphs, and ignorability assumptions, as illustrated by random confounding and design unfaithfulness (2015) — 82 citations
- Matched designs and causal diagrams. (2013) — 135 citations
- Handling time varying confounding in observational research (2017) — 333 citations
- Sparse data bias: a problem hiding in plain sight (2016) — 867 citations
- Inverse probability weighting (2016) — 424 citations
- Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017 (2018) — 2,896 citations
- Burden of chronic obstructive pulmonary disease and its attributable risk factors in 204 countries and territories, 1990-2019: results from the Global Burden of Disease Study 2019 (2022) — 738 citations
- The global, regional, and national burden of cirrhosis by cause in 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017 (2020) — 1,072 citations
- Global, regional, and national burden of stroke, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016 (2019) — 2,353 citations
- Global, regional and national burden of osteoarthritis 1990-2017: a systematic analysis of the Global Burden of Disease Study 2017 (2019) — 1,106 citations
- Global, regional and national burden of rheumatoid arthritis 1990–2017: a systematic analysis of the Global Burden of Disease study 2017 (2019) — 682 citations
- Global, regional, and national disability-adjusted life-years (DALYs) for 359 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017 (2018) — 2,198 citations
- Measuring performance on the Healthcare Access and Quality Index for 195 countries and territories and selected subnational locations: a systematic analysis from the Global Burden of Disease Study 2016. (2018) — 844 citations
- Errors in causal inference: an organizational schema for systematic error and random error. (2016) — 26 citations
- Standardization as a Tool for Causal Inference in Medical Research. (2016) — 28 citations
- Marginal versus conditional causal effects (2015) — 12 citations
- The relation of collapsibility and confounding to faithfulness and stability. (2015) — 34 citations
- Effect of Physical Activity on Functional Performance and Knee Pain in Patients With Osteoarthritis: Analysis With Marginal Structural Models (2012) — 93 citations