Patrick Royston

71.3k citations
269 papers · 51.5k indexed · 30 hit papers · h-index 84

Patrick Royston

262 papers receiving 50.3k citations

Hit Papers

Tuning multiple imputation...34019882026200020132.0k4.0k6.0k

Peers

Patrick Royston
Comparison fields: 5 of 235
  • Statistics and Probability 6.0k
  • Obstetrics and Gynecology 2.7k
  • Statistics, Probability and Uncertainty 2.0k
  • Pediatrics, Perinatology and Child Health 5.2k
  • Health 2.1k
Replace Ian R. White with:
Ian R. White United Kingdom
Nan M. Laird United States
Jonathan A C Sterne United Kingdom
Sander Greenland United States
Simon G. Thompson United Kingdom
Gary G. Koch United States
Kenneth J. Rothman United States
John B. Carlin Australia
Jonathan J Deeks United Kingdom
Doug Altman United Kingdom
Patrick Royston relative to Ian R. White United Kingdom Ian R. White's profile →
Citations per field
00.5×1.5×
Ian R. White · 1×
Citations per year

Countries citing papers authored by Patrick Royston

Since Specialization
Citations

This map shows the geographic impact of Patrick 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 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 Royston more than expected).

Fields of papers citing papers by Patrick Royston

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Patrick 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 Royston. The network helps show where Patrick Royston may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Patrick Royston, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Patrick Royston Line = papers co-authored together Patrick Royston links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 202210
2
Prognostic survival model for people diagnosed with invasive cutaneous melanoma
20151
3
MFPIGEN: Stata module for modelling and displaying interactions between continuous predictors
20125
4
MFPI: Stata module for modelling and displaying interactions
20121
5 2011148
6
Multiple Imputation by Chained Equations (MICE): Implementation in Stata
2011119
7 201172
8
Multivariable Model-Building: A Pragmatic Approach to Regression Analysis based on Fractional Polynomials for Modelling Continuous Variablesbreakdown →
2008504
9
Multiple imputation in practice [editorial].
20072
10
A new architecture for handling multiply imputed data in Stata
20071
11
An informal tutorial on the ice command for chained equations imputation in Stata
20071
12 200646
13
Building multivariable regression models with continuous covariates, with a practical emphasis on fractional polynomials and applications in clinical epidemiology.
20051
14
Nonlinear regression models involving power or exponential functions of covariates: update
20004
15
Age-specific reference intervals for normally distributed data
19988
16
Generalized linear models: revision of glm
19941
17
Standard nonlinear curve fits update
19931
18
Tests for Departure from Normality
199293
19
Maximum-likelihood estimation for Box-Cox power transformation
19921
20 1989193

About Patrick Royston

Patrick Royston is a scholar working on Statistics and Probability, Reproductive Medicine and Statistics, Probability and Uncertainty, having authored 269 papers that have together received 51.5k indexed citations. Recurring topics across this work include Statistical Methods in Clinical Trials (78 papers), Statistical Methods and Inference (72 papers), Statistical Methods and Bayesian Inference (57 papers), Advanced Causal Inference Techniques (29 papers), Advanced Statistical Methods and Models (22 papers), Health Systems, Economic Evaluations, Quality of Life (18 papers), Statistical Distribution Estimation and Applications (16 papers) and Ovarian cancer diagnosis and treatment (11 papers). The work is most often cited by research in Statistics and Probability (6.0k citations), Obstetrics and Gynecology (2.7k citations) and Statistics, Probability and Uncertainty (2.0k citations). Patrick Royston has collaborated with scholars based in United Kingdom, Germany and United States. Frequent co-authors include Ian R. White, Douglas G. Altman, Angela Wood, Willi Sauerbrei, Mahesh Parmar, Yvonne Vergouwe, Karel G.M. Moons, John B. Carlin, D G Altman and J. N. S. Matthews. 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.

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