Standout Papers

Multiple imputation using... 1991 2026 2002 2014 2010 2009 1991 2012 2014 2.0k 4.0k 6.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Multiple imputation using chained equations: Issues and guidance for practice
    2010 6.4k citations Ian R. White, Patrick Royston et al. Statistics in Medicine profile →
  2. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls
    2009 5.0k citations Jonathan A C Sterne, Ian R. White et al. BMJ profile →
  3. Health inequalities among British civil servants: the Whitehall II study
    1991 2.6k citations Michael Marmot, Chandra Patel et al. The Lancet profile →
  4. Consistency and inconsistency in network meta‐analysis: concepts and models for multi‐arm studies
    2012 1.4k citations Julian P. T. Higgins, Dan Jackson et al. Research Synthesis Methods profile →
  5. Blood pressure and incidence of twelve cardiovascular diseases: lifetime risks, healthy life-years lost, and age-specific associations in 1·25 million people
    2014 1.1k citations Eleni Rapsomaniki, Adam Timmis et al. The Lancet profile →
  6. Review of inverse probability weighting for dealing with missing data
    2011 1.1k citations Shaun R. Seaman, Ian R. White Statistical Methods in Medical Research profile →
  7. Multiple Imputation by Chained Equations (MICE): Implementation inStata
    2011 900 citations Patrick Royston, Ian R. White Journal of Statistical Software profile →
  8. Consistency and inconsistency in network meta‐analysis: model estimation using multivariate meta‐regression
    2012 842 citations Ian R. White, Jessica Barrett et al. Research Synthesis Methods profile →
  9. Imputing missing covariate values for the Cox model
    2009 678 citations Ian R. White, Patrick Royston Statistics in Medicine profile →
  10. Strategy for intention to treat analysis in randomised trials with missing outcome data
    2011 604 citations Ian R. White, Nicholas J. Horton et al. BMJ profile →
  11. Network Meta-analysis
    2015 577 citations Ian R. White The Stata Journal Promoting communications on statistics and Stata profile →
  12. Bias and efficiency of multiple imputation compared with complete‐case analysis for missing covariate values
    2010 520 citations Ian R. White, John B. Carlin Statistics in Medicine profile →
  13. Extending DerSimonian and Laird's methodology to perform multivariate random effects meta‐analyses
    2009 502 citations Dan Jackson, Ian R. White et al. Statistics in Medicine profile →
  14. Missing Data in Clinical Research: A Tutorial on Multiple Imputation
    2020 483 citations Peter C. Austin, Ian R. White et al. Canadian Journal of Cardiology profile →
  15. Quantifying the impact of between‐study heterogeneity in multivariate meta‐analyses
    2012 481 citations Dan Jackson, Ian R. White et al. Statistics in Medicine profile →
  16. Screening for fetal growth restriction with universal third trimester ultrasonography in nulliparous women in the Pregnancy Outcome Prediction (POP) study: a prospective cohort study
    2015 420 citations Ulla Sovio, Ian R. White et al. The Lancet profile →
  17. A Guide to Handling Missing Data in Cost-Effectiveness Analysis Conducted Within Randomised Controlled Trials
    2014 381 citations Rita Faria, Manuel Gomes et al. PharmacoEconomics profile →
  18. Multiple imputation of covariates by fully conditional specification: Accommodating the substantive model
    2014 336 citations Jonathan W. Bartlett, Shaun R. Seaman et al. Statistical Methods in Medical Research profile →
  19. Tuning multiple imputation by predictive mean matching and local residual draws
    2014 335 citations Tim P. Morris, Ian R. White et al. BMC Medical Research Methodology profile →
  20. The Prevalence of Anxiety Disorders During Pregnancy and the Postpartum Period
    2019 301 citations Emily Fawcett, Nichole Fairbrother et al. The Journal of Clinical Psychiatry profile →
  21. Mindfulness-based programmes for mental health promotion in adults in nonclinical settings: A systematic review and meta-analysis of randomised controlled trials
    2021 153 citations Julieta Galante, Claire Friedrich et al. PLoS Medicine profile →

Immediate Impact

3 from Science/Nature 68 hit
Sub-graph 1 of 21

Citing Papers

Illusory generalizability of clinical prediction models
2024 HitScience
Intermittently Scanned Continuous Glucose Monitoring for Type 1 Diabetes
2022 Hit
1 intermediate paper

Works of Ian R. White being referenced

Estimation of required sample size for external validation of risk models for binary outcomes
2021
Multiple imputation using chained equations: Issues and guidance for practice
2010 Hit
and 1 more

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Ian R. White 5.8k 5.7k 5.3k 4.6k 4.1k 444 43.2k
John B. Carlin 5.4k 0.9× 4.2k 0.7× 4.7k 0.9× 6.0k 1.3× 6.5k 1.6× 486 51.1k
Sander Greenland 5.6k 1.0× 4.3k 0.8× 8.4k 1.6× 4.8k 1.1× 2.3k 0.5× 342 45.0k
Tyler J. VanderWeele 5.0k 0.9× 5.4k 1.0× 5.7k 1.1× 3.2k 0.7× 5.3k 1.3× 485 37.7k
Patrick Royston 5.5k 0.9× 3.9k 0.7× 6.0k 1.1× 6.9k 1.5× 2.8k 0.7× 269 51.3k
Scott L. Zeger 4.0k 0.7× 6.0k 1.0× 10.2k 1.9× 5.0k 1.1× 2.4k 0.6× 342 55.8k
Elizabeth A. Stuart 3.1k 0.5× 3.9k 0.7× 5.1k 1.0× 3.2k 0.7× 4.4k 1.1× 416 30.0k
Alex J. Sutton 4.8k 0.8× 4.6k 0.8× 3.2k 0.6× 5.0k 1.1× 2.8k 0.7× 324 44.3k
Kenneth J. Rothman 5.6k 1.0× 2.7k 0.5× 3.2k 0.6× 3.7k 0.8× 1.6k 0.4× 517 35.9k
Nan M. Laird 7.4k 1.3× 3.7k 0.7× 8.1k 1.5× 7.1k 1.5× 3.6k 0.9× 240 68.6k
David W. Hosmer 5.2k 0.9× 5.0k 0.9× 2.1k 0.4× 6.5k 1.4× 3.5k 0.9× 114 50.2k

All Works

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Rankless by CCL
2026