Patrick J Royston
Impact in
- Statistics and Probability top 0.02%
- Statistical Methods and Bayesian Inference
- Statistical Methods in Clinical Trials
- Statistical Methods and Inference
- Advanced Causal Inference Techniques
- Obstetrics and Gynecology top 0.2%
- Pregnancy and preeclampsia studies
Papers in
-
- Statistical Methods in Clinical Trials 73
- Statistical Methods and Inference 65
- Statistical Methods and Bayesian Inference 57
- Advanced Statistical Methods and Models 21
- Advanced Causal Inference Techniques 21
- Statistical Distribution Estimation and Applications 15
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- Ovarian cancer diagnosis and treatment 11
- Co-authors
- Ian R. White (16 shared papers)Douglas G. Altman (19 shared papers)ANGELA M. WOOD (7 shared papers)Willi Sauerbrei (42 shared papers)Mahesh Parmar (31 shared papers)Karel G.M. Moons (7 shared papers)Yvonne Vergouwe (7 shared papers)John B. Carlin (3 shared papers)
- Journals
- Statistics in Medicine (53 papers)The Stata Journal Promoting communications on statistics and Stata (45 papers)Trials (10 papers)BMC Medical Research Methodology (9 papers)BJOG An International Journal of Obstetrics & Gynaecology (8 papers)
- Partner nations
- United KingdomGermanyUnited States
In The Last Decade
Patrick J Royston
260 papers receiving 53.3k citations
Patrick J Royston's Hit Papers
Peers
Comparison fields: 5 of 234
- Statistics and Probability 5.4k
- Obstetrics and Gynecology 1.8k
- Statistics, Probability and Uncertainty 1.6k
- Pediatrics, Perinatology and Child Health 2.8k
- Health 1.2k
Countries citing papers authored by Patrick J Royston
This map shows the geographic impact of Patrick J Royston's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Patrick J Royston with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Patrick J Royston more than expected).
Fields of papers citing papers by Patrick J Royston
This network shows the impact of papers produced by Patrick J Royston. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Patrick J Royston. The network helps show where Patrick J Royston may publish in the future.
Co-authors
The 25 scholars most cited alongside Patrick J Royston, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 269 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Multiple imputation using chained equations: Issues and guidance for practice Hit paper breakdown → | 2010 | 6946 |
| 2 | Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls Hit paper breakdown → | 2009 | 5345 |
| 3 | Analysis of serial measurements in medical research. Hit paper breakdown → | 1990 | 2782 |
| 4 | Multiple Imputation of Missing Values Hit paper breakdown → | 2004 | 1948 |
| 5 | The cost of dichotomising continuous variables Hit paper breakdown → | 2006 | 1898 |
| 6 | Dichotomizing continuous predictors in multiple regression: a bad idea Hit paper breakdown → | 2005 | 1675 |
| 7 | What do we mean by validating a prognostic model? Hit paper breakdown → | 2000 | 1188 |
| 8 | Prognosis and prognostic research: validating a prognostic model Hit paper breakdown → | 2009 | 1118 |
| 9 | Flexible parametric proportional‐hazards and proportional‐odds models for censored survival data, with application to prognostic modelling and estimation of treatment effects Hit paper breakdown → | 2002 | 1117 |
| 10 | Prognosis and prognostic research: what, why, and how? Hit paper breakdown → | 2009 | 1001 |
| 11 | Multiple Imputation by Chained Equations (MICE): Implementation in Stata Hit paper breakdown → | 2011 | 947 |
| 12 | The use of fractional polynomials to model continuous risk variables in epidemiology Hit paper breakdown → | 1999 | 929 |
| 13 | Prognosis and prognostic research: Developing a prognostic model Hit paper breakdown → | 2009 | 915 |
| 14 | Risk prediction models: II. External validation, model updating, and impact assessment Hit paper breakdown → | 2012 | 914 |
| 15 | Selection of important variables and determination of functional form for continuous predictors in multivariable model building Hit paper breakdown → | 2007 | 888 |
| 16 | Multiple Imputation of Missing Values: Update of Ice Hit paper breakdown → | 2005 | 886 |
| 17 | Maternal serum screening for Down's syndrome in early pregnancy. Hit paper breakdown → | 1988 | 790 |
| 18 | Prognosis and prognostic research: application and impact of prognostic models in clinical practice Hit paper breakdown → | 2009 | 722 |
| 19 | Imputing missing covariate values for the Cox model Hit paper breakdown → | 2009 | 722 |
| 20 | Restricted mean survival time: an alternative to the hazard ratio for the design and analysis of randomized trials with a time-to-event outcome Hit paper breakdown → | 2013 | 699 |
About Patrick J Royston
Patrick J Royston is a scholar working on Statistics and Probability, Reproductive Medicine, Statistics, Probability and Uncertainty, Economics and Econometrics and Obstetrics and Gynecology, having authored 269 papers that have together received 54.8k indexed citations. Recurring topics across this work include Statistical Methods in Clinical Trials (73 papers), Statistical Methods and Inference (65 papers), Statistical Methods and Bayesian Inference (57 papers), Advanced Statistical Methods and Models (21 papers), Advanced Causal Inference Techniques (21 papers), Health Systems, Economic Evaluations, Quality of Life (17 papers), Statistical Distribution Estimation and Applications (15 papers) and Ovarian cancer diagnosis and treatment (11 papers). The work is most often cited by research in Statistics and Probability (5.4k citations), Obstetrics and Gynecology (1.8k citations), Statistics, Probability and Uncertainty (1.6k citations), Pediatrics, Perinatology and Child Health (2.8k citations) and Health (1.2k citations). Patrick J Royston has collaborated with scholars based in United Kingdom, Germany and United States. Frequent co-authors include Ian R. White, Douglas G. Altman, ANGELA M. WOOD, Willi Sauerbrei, Mahesh Parmar, Karel G.M. Moons, Yvonne Vergouwe, John B. Carlin, J. N. S. Matthews and Michael Joseph Campbell. Their work appears in journals such as Statistics in Medicine, The Stata Journal Promoting communications on statistics and Stata, Trials, BMC Medical Research Methodology and BJOG An International Journal of Obstetrics & Gynaecology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.