Standout Papers

Multiple imputation using chained equatio... 1990 2026 2002 2014 6.2k
  1. Multiple imputation using chained equations: Issues and guidance for practice (2010)
    Ian R. White, Patrick Royston et al. Statistics in Medicine
  2. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls (2009)
    Jonathan A C Sterne, Ian R. White et al. BMJ
  3. Analysis of serial measurements in medical research. (1990)
    J. N. S. Matthews, D G Altman et al. BMJ
  4. Multiple Imputation of Missing Values (2004)
    Patrick Royston The Stata Journal Promoting communications on statistics and Stata
  5. The cost of dichotomising continuous variables (2006)
    Douglas G. Altman, Patrick Royston BMJ
  6. Dichotomizing continuous predictors in multiple regression: a bad idea (2005)
    Patrick Royston, Douglas G. Altman et al. Statistics in Medicine
  7. What do we mean by validating a prognostic model? (2000)
    Douglas G. Altman, Patrick Royston Statistics in Medicine
  8. Prognosis and prognostic research: validating a prognostic model (2009)
    Doug Altman, Yvonne Vergouwe et al. BMJ
  9. Flexible parametric proportional‐hazards and proportional‐odds models for censored survival data, with application to prognostic modelling and estimation of treatment effects (2002)
    Patrick Royston, Mahesh Parmar Statistics in Medicine
  10. Prognosis and prognostic research: what, why, and how? (2009)
    Karel G.M. Moons, Patrick Royston et al. BMJ
  11. The use of fractional polynomials to model continuous risk variables in epidemiology (1999)
    Patrick Royston, Gareth Ambler et al. International Journal of Epidemiology
  12. Multiple Imputation by Chained Equations (MICE): Implementation inStata (2011)
    Patrick Royston, Ian R. White Journal of Statistical Software
  13. Prognosis and prognostic research: Developing a prognostic model (2009)
    Patrick Royston, Karel G.M. Moons et al. BMJ
  14. Multiple Imputation of Missing Values: Update of Ice (2005)
    Patrick Royston The Stata Journal Promoting communications on statistics and Stata
  15. Selection of important variables and determination of functional form for continuous predictors in multivariable model building (2007)
    Willi Sauerbrei, Patrick Royston et al. Statistics in Medicine
  16. Risk prediction models: II. External validation, model updating, and impact assessment (2012)
    Karel G.M. Moons, André Pascal Kengne et al. Heart
  17. Maternal serum screening for Down's syndrome in early pregnancy. (1988)
    N J Wald, Howard Cuckle et al. BMJ
  18. Imputing missing covariate values for the Cox model (2009)
    Ian R. White, Patrick Royston Statistics in Medicine
  19. Prognosis and prognostic research: application and impact of prognostic models in clinical practice (2009)
    Karel G.M. Moons, Douglas G. Altman et al. BMJ
  20. Multiple Imputation of Missing Values: Update (2005)
    Patrick Royston The Stata Journal Promoting communications on statistics and Stata
  21. Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker (2012)
    Karel G.M. Moons, André Pascal Kengne et al. Heart
  22. Restricted mean survival time: an alternative to the hazard ratio for the design and analysis of randomized trials with a time-to-event outcome (2013)
    Patrick Royston, Mahesh Parmar BMC Medical Research Methodology
  23. External validation of a Cox prognostic model: principles and methods (2013)
    Patrick Royston, Douglas G. Altman BMC Medical Research Methodology
  24. Combining estimates of interest in prognostic modelling studies after multiple imputation: current practice and guidelines (2009)
    Andrea Marshall, Douglas G. Altman et al. BMC Medical Research Methodology
  25. Further Development of Flexible Parametric Models for Survival Analysis (2009)
    Paul C. Lambert, Patrick Royston The Stata Journal Promoting communications on statistics and Stata
  26. Multivariable Model‐Building (2008)
    Patrick Royston, Willi Sauerbrei Wiley series in probability and statistics
  27. Multivariable Model-Building: A Pragmatic Approach to Regression Analysis based on Fractional Polynomials for Modelling Continuous Variables (2008)
    Patrick Royston, Willi Sauerbrei UCL Discovery (University College London)
  28. Remark AS R94: A Remark on Algorithm AS 181: The W-test for Normality (1995)
    Patrick Royston Journal of the Royal Statistical Society Series C (Applied Statistics)
  29. Tuning multiple imputation by predictive mean matching and local residual draws (2014)
    Tim P. Morris, Ian R. White et al. BMC Medical Research Methodology

Immediate Impact

2 by Nobel laureates 2 from Science/Nature 58 standout
Sub-graph 1 of 22

Citing Papers

Illusory generalizability of clinical prediction models
2024 StandoutScience
Autoimmune diseases and cardiovascular risk: a population-based study on 19 autoimmune diseases and 12 cardiovascular diseases in 22 million individuals in the UK
2022 Standout
5 intermediate papers

Works of Patrick Royston being referenced

Multiple imputation using chained equations: Issues and guidance for practice
2010 Standout
What do we mean by validating a prognostic model?
2000 Standout
and 12 more

Author Peers

Author Last Decade Papers Cites
Patrick Royston 5774 6788 5056 6146 267 50.1k
Nan M. Laird 7802 7004 6586 8857 234 67.0k
Ian R. White 5132 4486 2637 3630 440 41.9k
Gary G. Koch 3460 8073 5963 12420 475 85.8k
Karel G.M. Moons 2812 9620 7454 9911 467 51.8k
Sander Greenland 7981 4539 2597 3000 337 42.5k
Frank E. Harrell 3312 6603 7548 10337 311 49.5k
Jonathan A C Sterne 2892 11572 8366 12776 380 80.4k
Alex J. Sutton 2827 4553 3364 5609 307 38.8k
Stephen D. Walter 2094 6308 4999 5954 442 41.9k
J. Richard Landis 2062 8129 5944 11951 244 77.2k

All Works

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2026