Staff Profile
Professor Robin Henderson
Professor of Statistics
- Email: robin.henderson@ncl.ac.uk
- Telephone: +44 (0) 191 208 7235
- Fax: +44 (0) 191 208 8020
- Address: School of Mathematics, Statistics and Physics
Newcastle University
Newcastle upon Tyne
NE1 7RU
Research
Research Interests
Biostatistics
Longitudinal data analysis
Survival and event history analysis
Missing data
Optimal dynamic treatment regimes
Publications
- Clairon Q, Henderson R, Young NJ, Taylor CJ, Wilson ED. Adaptive treatment and robust control. Biometrics 2021, 77(1), 223-236.
- Avery P, Clairon Q, Henderson R, Taylor CJ, Wilson E. Robust and adaptive anticoagulant control. Journal of the Royal Statistical Society: Series C (Applied Statistics) 2020, 69(3), 503-524.
- Henderson R, Mihaylova R, Oman P. A dual frailty model for lifetime analysis in maritime transportation. Lifetime Data Analysis 2019, 25, 739-756.
- Wilson ED, Clairon Q, Henderson R, Taylor CJ. Robustness evaluation and robust design for proportional-integral-plus control. International Journal of Control 2019, 92(12), 2939-2951.
- Asendorf T, Henderson R, Schmidli H, Freide T. Sample size re-estimation for clinical trials with longitudinal negative binomial counts including time trends. Statistics in Medicine 2019, 38(9), 1503-1528.
- Henderson R, Makarenko I, Bushby P, Fletcher A, Shukurov A. Statistical Topology and the Random Interstellar Medium. Journal of the American Statistical Association 2020, 115(530), 625-635.
- Garside K, Henderson R, Makarenko I, Masoller C. Topological data analysis of high resolution diabetic retinopathy images. PLoS ONE 2019, 14(5), e0217413.
- Wilson ED, Clairon Q, Henderson R, Taylor CJ. Dealing with observational data in control. Annual Reviews in Control 2018, 46, 94-106.
- Makarenko I, Bushby P, Fletcher A, Henderson R, Makarenko N, Shukurov A. Topological data analysis and diagnostics of compressible MHD turbulence. Journal of Plasma Physics 2018, 84(4), 1-24.
- Makarenko I, Shukurov A, Henderson R, Rodrigues LFS, Bushby P, Fletcher A. Topological signatures of interstellar magnetic fields - I. Betti numbers and persistence diagrams. Monthly Notices of the Royal Astronomical Society 2018, 475(2), 1843–1858.
- Asendorf T, Henderson R, Schmidli H, Friede T. Modelling and sample size reestimation for longitudinal count data with incomplete followup. Statistical Methods in Medical Research 2017, 28(1), 117-133.
- Vieira R, Henderson R, McDonald S, Sniehotta FF. Dynamic modelling of single-case (N-of-1) data: challenges and novel applications. In: International Congress of Behavioral Medicine. 2016, Melbourne, Australia: Springer.
- Alotaibi R, Fiaccone R, Henderson R, Stare J. Explained variation for recurrent event data. Biometrical Journal 2015, 57(4), 571-591.
- Kelly G, Mobbs S, Pritkin JN, Mayston M, Mather M, Rosenbaum P, Henderson R, Forsyth R. Gross Motor Function Measure-66 trajectories in children recovering after severe acquired brain injury. Developmental Medicine and Child Neurology 2015, 57(3), 241–247.
- Barrett J, Diggle P, Henderson R, Taylor-Robinson D. Joint modelling of repeated measurements and time-to-event outcomes: flexible model specification and exact likelihood inference. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2015, 77(1), 131-148.
- Elgmati E, Fiaccone R, Henderson R, Matthews JNS. Penalised logistic regression and dynamic prediction for discrete time recurrent event data. Lifetime Data Analysis 2015, 21(4), 542-560.
- Barrett J, Henderson R, Rosthoj S. Doubly Robust Estimation of Optimal Dynamic Treatment Regimes. Statistics in Biosciences 2014, 6(2), 244-260.
- Matthews JNS, Henderson R, Farewell DM, Ho W-K, Rodgers LR. Dropout in crossover and longitudinal studies: is complete case so bad?. Statistical Methods in Medical Research 2014, 23(1), 60-73.
- Friede T, Henderson R, Hougaard P. Guest Editors' Introduction. Statistics in Medicine 2014, 33(30), 5221-5222.
- Rosthoj S, Henderson R, Barrett J. Optimal Dymanic Treatment Strategies with Protection Against Missed Decision Points. Statistics in Biosciences 2014, 6(2), 261-289.
- Younger PL, Henderson R. Synergistic wetland treatment of sewage and mine water: Pollutant removal performance of the first full-scale system. Water Research 2014, 55, 74-82.
- Kolamunnage-Dona R, Vitone R, Greenhalf W, Henderson R, Williamson PR. A multistate modelling approach for pancreatic cancer development in genetically high risk families. Journal of the Royal Statistical Society Series C: Applied Statistics 2013, 62(26), 201-212.
- Matthews JNS, Henderson R. Two-period, two-treatment crossover designs subject to non-ignorable missing data. Biostatistics 2013, 14(4), 626-638.
- Hyslop L, Prathalingam N, Nowak L, Fenwick J, Harbottle S, Byerley S, Rhodes J, Watson B, Henderson R, Murdoch A, Herbert M. A Novel Isolator-Based System Promotes Viability of Human Embryos during Laboratory Processing. PLoS ONE 2012, 7(2), e31010.
- Lin NX, Shi JQ, Henderson R. Doubly misspecified models. Biometrika 2012, 99(2), 285-298.
- Ho WK, Matthews JNS, Henderson R, Farewell D, Rodgers LR. Dropouts in the AB/BA crossover design. Statistics in Medicine 2012, 31(16), 1675-1687.
- Spagnoli A, Henderson R, Boys RJ, Houwing-Duistermaat JJ. A hidden Markov model for informative dropout in longitudinal response data with crisis states. Statistics and Probability Letters 2011, 81(7), 730-738.
- Stare J, Pohar Perme M, Henderson R. A Measure of Explained Variation for Event History Data. Biometrics 2011, 67(3), 750-759.
- Henderson R, Schumacher M. Clinical epidemiology and individualized medicine. Biometrical Journal 2011, 53(2), 167-169.
- Henderson R, Ansell P, Alshibani D. Optimal dynamic treatment methods. Revstat Statistical Journal 2011, 9(1), 19-36.
- Elgmati E, Farewell DM, Henderson R. A martingale residual diagnostic for longitudinal binary or recurrent event data. Lifetime Data Analysis 2010, 16(1), 118-135.
- Farewell DM, Henderson R. Longitudinal perspectives on event history analysis. Lifetime Data Analysis 2010, 16(1), 102-117.
- Henderson R, Ansell PS, Alsibani D. Regret-Regression for Optimal Dynamic Treatment Regimes. Biometrics 2010, 66(4), 1192-1201.
- Ho WK, Henderson R, Philipson PM. Tests for Hazard Transformation. Statistics in Biosciences 2010, 2(1), 41-64.
- Pohar Perme M, Henderson R, Stare J. An approach to estimation in relative survival regression. Biostatistics 2009, 10(1), 136-146.
- Giolo SR, Henderson R, Demétrio CGB. Mixed-effects growth curves in the valuation of Nellore sires. Scientia Agricola 2009, 66(1), 84-89.
- Philipson PM, Ho WK, Henderson R. Comparative review of methods for handling drop-out in longitudinal studies. In: Statistics in Medicine: 28th Annual Conference of the International Society for Clinical Biostatistics. 2008, Alexandroupolis, Greece: John Wiley & Sons Ltd.
- Freide T, Henderson R. Exploring changes in treatment effects across design stages in adaptive trials. Pharmaceutical Statistics 2008, 8(1), 62-72.
- Elgmati E, Fiaccone R, Henderson R, Mohammadi M. Frailty modelling for clustered recurrent incidence of diarrhoea. Statistics in Medicine 2008, 27(30), 6489-6504.
- Diggle P, Farewell D, Henderson R. Analysis of longitudinal data with drop-out: Objectives, assumptions and a proposal. Journal of the Royal Statistical Society. Series C: Applied Statistics 2007, 56(5), 499-550.
- Borgan O, Fiaccone RL, Henderson R, Barreto ML. Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil. Scandinavian Journal of Statistics 2007, 34(1), 53-69.
- Friede T, Henderson R, Kao C-F. A note on testing for intervention effects on binary responses. Methods of Information in Medicine 2006, 45(4), 435-440.
- Perperoglou A, van Houwelingen HC, Henderson R. A relaxation of the gamma frailty (Burr) model. Statistics in Medicine 2006, 25(24), 4253-4266.
- Rosthoj S, Fullwood C, Henderson R, Stewart S. Estimation of optimal dynamic anticoagulation regimens from observational data: A regret-based approach. Statistics in Medicine 2006, 25(24), 4197-4215.
- Stare J, Pohar M, Henderson R. Goodness of fit of relative survival models. Statistics in Medicine 2005, 24(24), 3911-3925.
- Henderson R, Keiding N. Individual survival time prediction using statistical models. Journal of Medical Ethics 2005, 31(12), 703-706.
- Barker P, Henderson R. Modelling converging hazards. Lifetime Data Analysis 2004, 10(3), 263-281.
- Brown PE, Diggle PJ, Henderson R. A non-Gaussian spatial process model for opacity of flocculated paper. Scandinavian Journal of Statistics 2003, 30(2), 355-368.
- Henderson R, Shimakura S. A serially correlated gamma frailty model for longitudinal count data. Biometrika 2003, 90(2), 355-366.
- Dobson A, Henderson R. Diagnostics for Joint Longitudinal and Dropout Time Modeling. Biometrics 2003, 59(4), 741-751.
- Friede T, Henderson R. Intervention effects in observational studies, with an application in total hip replacements. Statistics in Medicine 2003, 22(24), 3725-3737.
- Giolo S, Henderson R, Demetrio CGB. Sire selection in Nelore cattle: Weibull regression with random effects for current status data. Brazilian Journal of Probability and Statistics 2003, 21, 115-123.
- Carvalho MSa, Henderson R, Shimakura S. Survival of haemodialysis patients: modelling differences in risk between dialysis centres. International Journal for Quality in Health Care 2003, 15(3), 189-196.
- Henderson R, Diggle PJ, Dobson A. Identification and efficacy of longitudinal markers for survival. Biostatistics 2002, 3(1), 33-50.
- Henderson R, Shimakura S, Gorst D. Modeling Spatial Variation in Leukemia Survival Data. Journal of the American Statistical Association 2002, 97(460), 965-972.