Royston, Patrick

Multiple imputation using chained equations: Issues and guidance for practice

White, I. R., Royston, P., & Wood, A. M. (2011) · Statistics in Medicine

Statistical Methods and Bayesian InferenceAdvanced Causal Inference Techniques

Cited by 9,792

Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls

Sterne, J. A. C., White, I. R., Carlin, J. B., Spratt, M., Royston, P., Kenward, M. G., Wood, A. M., & Carpenter, J. R. (2009) · BMJ

Statistical Methods and Bayesian InferenceStatistical Methods in Epidemiology

Cited by 7,299

The cost of dichotomising continuous variables

Altman, D. G., & Royston, P. (2006) · BMJ

Tuberculosis Research and EpidemiologyImmune cells in cancer

Cited by 2,688

Multiple Imputation of Missing Values

Royston, P. (2004) · The Stata Journal: Promoting communications on statistics and Stata

Statistical Methods and Bayesian InferenceData Analysis with R

Cited by 2,340

Dichotomizing continuous predictors in multiple regression: a bad idea

Royston, P., Altman, D. G., & Sauerbrei, W. (2006) · Statistics in Medicine

Statistical Methods in EpidemiologyAdvanced Causal Inference Techniques

Cited by 2,312

Prognosis and prognostic research: validating a prognostic model

Altman, D. G., Vergouwe, Y., Royston, P., & Moons, K. G. M. (2009) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 1,436

Prognosis and prognostic research: what, why, and how?

Moons, K. G. M., Royston, P., Vergouwe, Y., Grobbee, D. E., & Altman, D. G. (2009) · BMJ

Statistical Methods in EpidemiologyPalliative Care and End-of-Life Issues

Cited by 1,337

Multiple Imputation by Chained Equations (MICE): Implementation in Stata

Royston, P., & White, I. (2011) · Journal of Statistical Software

Statistical Methods and Bayesian InferenceData Analysis with R

Cited by 1,248

Risk prediction models: II. External validation, model updating, and impact assessment

Moons, K. G. M., Kengne, A. P., Grobbee, D. E., Royston, P., Vergouwe, Y., Altman, D. G., & Woodward, M. (2012) · Heart

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 1,195

Prognosis and prognostic research: Developing a prognostic model

Royston, P., Moons, K. G. M., Altman, D. G., & Vergouwe, Y. (2009) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 1,172

The use of fractional polynomials to model continuous risk variables in epidemiology

Royston, P., Ambler, G., & Sauerbrei, W. (1999) · International Journal of Epidemiology

Statistical Methods in EpidemiologyStatistical Methods and Applications

Cited by 1,066

Prognosis and prognostic research: application and impact of prognostic models in clinical practice

Moons, K. G. M., Altman, D. G., Vergouwe, Y., & Royston, P. (2009) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 934

Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker

Moons, K. G. M., Kengne, A. P., Woodward, M., Royston, P., Vergouwe, Y., Altman, D. G., & Grobbee, D. E. (2012) · Heart

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 889

Tuning multiple imputation by predictive mean matching and local residual draws

Morris, T. P., White, I. R., & Royston, P. (2014) · BMC Medical Research Methodology

Statistical Methods and Bayesian InferenceAdvanced Causal Inference Techniques

Cited by 568

A new measure of prognostic separation in survival data

Royston, P., & Sauerbrei, W. (2004) · Statistics in Medicine

Statistical Methods and InferenceStatistical Methods in Epidemiology

Cited by 450

Multiple Imputation of Missing Values: Further Update of Ice, with an Emphasis on Categorical Variables

Royston, P. (2009) · The Stata Journal: Promoting communications on statistics and Stata

Statistical Methods and Bayesian InferenceData Analysis with R

Cited by 428

Generic, Simple Risk Stratification Model for Heart Valve Surgery

Ambler, G., Omar, R. Z., Royston, P., Kinsman, R., Keogh, B. E., & Taylor, K. M. (2005) · Circulation

Cardiac Valve Diseases and TreatmentsCardiac, Anesthesia and Surgical Outcomes

Cited by 279

A comparison of imputation techniques for handling missing predictor values in a risk model with a binary outcome

Ambler, G., Omar, R. Z., & Royston, P. (2007) · Statistical Methods in Medical Research

Statistical Methods and Bayesian InferenceStatistical Methods in Epidemiology

Cited by 233

Development and Validation of an International Risk Prediction Algorithm for Episodes of Major Depression in General Practice Attendees: The PredictD Study

King, M., Walker, C., Levy, G., Bottomley, C., Royston, P., Weich, S., Bellón-Saameño, J. Á., Moreno, B., Švab, I., Rotar, D., et al. (2008) · Archives of General Psychiatry

Mental Health Treatment and AccessAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 221

Reporting methods in studies developing prognostic models in cancer: a review

Mallett, S., Royston, P., Dutton, S., Waters, R., & Altman, D. G. (2010) · BMC Medicine

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 206

Reporting performance of prognostic models in cancer: a review.

Mallett, S., Royston, P., Waters, R., Dutton, S., & Altman, D. G. (2010) · BMC Medicine

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 195

Estimating departure from normality

Royston, P. (1991) · Statistics in Medicine

Statistical Distribution Estimation and ApplicationsProbability and Statistical Research

Cited by 112

Profile likelihood for estimation and confidence intervals

Royston, P. (2007) · The Stata Journal: Promoting communications on statistics and Stata

Statistical Methods and Bayesian InferenceStatistical Distribution Estimation and Applications

Cited by 86

The estimation and use of predictions for the assessment of model performance using large samples with multiply imputed data

Wood, A. M., Royston, P., & White, I. R. (2015) · Biometrical Journal

Statistical Methods and Bayesian InferenceStatistical Methods in Epidemiology

Cited by 78