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School of Mathematics

Professor Jianxin Pan

PROBABILITY AND STATISTICS GROUP

Room 2.106, Alan Turing Building
School of Mathematics,
University of Manchester
Oxford Road, Manchester M13 9PL, UK
Jianxin.Pan@manchester.ac.uk
Tel: +44 (0) 161 275 5864
Fax: +44 (0) 161 275 5819

School Responsibilities:

Head of Probability and Statistics Group

Papers Since 2000

  • H. Dai, J. Pan and Y. Bao (2013). Modelling survival events with longitudinal data measured with error. Communications in Statistics: Theory and Methods, In Press.
  • J. Pan, T. Nummi and K. Liu (2013). Modeling of mean-covariance structures in generalized estimating equations with dropouts. Statistics and Its Interface, 6, No. 1, 19–26
  • T. Nummi, J. Pan and N. Mesue (2013). Testing linearity in semiparametric regression models. Statistics and Its Interface, 6, No. 1, 3–8.
  • D. Li and J. Pan (2013). Empirical likelihood for generalized linear models with longitudinal data. Journal of Multivariate Analysis, 114, 63-73. DOI: 10.1016/j.jmva.2012.07.014
  • C. Childs, K. Liu, A. Vail and J. Pan (2013). Time-dependent relationships between human brain and body temperature after severe traumatic brain injury. International Journal of Statistics in Medical Research, 2, 14-22. DOI: 10.6000/1929-6029.2013.02.01.02
  • M. J. Carr, Y. Bao, J. Pan, K. Cruickshank, R. McNamee (2012). The predictive ability of blood pressure in elderly trial patients. Journal of Hypertension, 30, No.9, 1725–-1733. DOI: 10.1097/HJH.0b013e3283568a73.
  • T. Nummi, J. Pan, T. Siren and K. Liu (2011). Testing for Cubic Smoothing Splines under Dependent Data. Biometrics, 67, No. 3, 871-875. DOI: 10.1111/j.1541-0420.2010.01537.x
  • X. Huang, G. Li, R. Elashoff and J. Pan (2011). A general joint model for longitudinal measurements and competing risks survival data with heterogeneous random effects. Lifetime Data Analysis, 17, No. 1, 80-100. DOI: 10.1007/s10985-010-9169-6
  • R. Alhamzawi, K. Yu and J. Pan (2011). Prior elicitation in Bayesian quantile regression for longitudinal data. Journal of Biometrics & Biostatistics. 2, No. 1, 115-1-115-7. DOI: 10.4172/2155-6180.1000115
  • C. Childs, A. Ng, K. Liu and J. Pan (2011). Exploring the sources of missingness in brain tissue monitoring datasets: An observational cohort study. Brain Injury, 25, No. 12, 1163-1169. DOI: 10.3109/02699052.2011.607791
  • C. Leng, W. Zhang and J. Pan (2010). Semiparametric mean-covariance regression analysis for longitudinal data. Journal of the American Statistical Association, 105, No. 489, 181-193. DOI: 10.1198/jasa.2009.tm08485
  • Y. Fei, J. Pan and L. Wang (2009). Likelihood-based influence analysis in linear mixed models for longitudinal data. Journal of Systems Science and Mathematical Science, 29, No. 2, 271-279.
  • E. Al-Eid and J. Pan (2008). Randomized quasi-Monte Carlo estimation in generalized linear mixed models. Proceedings of Seminario Internacional Sobre Matematica Aplicaday su Repercusion en las Sociedad Actual. Madrid, Spain, 197-202.
  • C. Kou and J. Pan (2008). Variable selection in joint modelling of Mean and Covariance structures for longitudinal data. Proceedings of the 23rd International Workshop on Statistical Modelling. Utrecht, the Netherlands, 309-314.
  • Modelling conditional covariance in the linear mixed model (with Gilbert MacKenzie). Statistical Modelling, 7, 49-71, 2007
  • Quasi-Monte Carlo estimation in generalized linear mixed models (with Robin Thompson). Computational Statistics & Data Analysis, 51, 5765-5775, 2007
  • Modelling covariance structures in generalized estimating equations for longitudinal data (with Huajun Ye).  Biometrika, 93,927-941, 2006
  • Regression Models for Covariance Structures in Longitudinal Studies (with Gilbert MacKenzie). Statistical Modelling, 6, 43-57, 2006
  • Modelling Mean-Covariance Structures in the Growth Curve Model (with Dietrich von Rosen).  Contemporary Multivariate Analysis and Experimental Designs (Edited by J. Fan and G. Li), World Scientific, 141-157. 2005
  • Parameter Estimation in Generalized Linear Mixed Models using SNTO Approximation (with Eid Al-Eid). Proceeding of the 20th International Workshop on Statistical Modellin.Sydney, Australia, 10-15 July 2005, pp77-84. 2005
  • Modelling mean-covariance structures in linear mixed models for censored data (with Yanchun Bao). Conference paper on International Conference on Statistics: in Honour of Professor Kai-Tai Fang's 65th Birthday; Hong Kong, June 20 - 24, 2005.
  • Modelling the Random Effects Covariance Matrix for Generalized Linear Mixed Models using the GEM Algorithm (with Emma Tan). Proceeding of the55th Session of the International Statistical Institute(ISI), Sydney, Australia, 5-12 April 2005.
  • Statistical analysis of the effect of processing conditions on powder catchment efficiency in the Direct Laser Deposition (DLD) process (with W Syed, A J Pinkerton, L Li, E Al-Eid). Virtual Modelling and Rapid Manufacturing - Advanced Research in Virtual and Rapid Prototyping (Eds. Paulo Jorge Bartolo et al), pp361-367. 2005
  • Discordant Outlier Detection in the Growth Curve Model with Rao?s Simple Covariance Structure. Statistics & Probability Letters, 69, 135-142, 2004
  • Are stock assessment methods too complicated? (with A. J. R. Cotter, L. Burt, C. G. M. Paxton, C. Fernandez, S. T. Buckland). Fish and Fisheries, 5, 235-254. 2004
  • Quasi-Monte Carlo Estimation in Generalized Linear Mixed Models (with Robin Thompson). In: Proceedings of the 19th International Workshop on Statistical Modelling, Biggeri, A., Dreassi E., Lagazio C. Marchi M. (Eds.). Firenze University Press, Florence, Italy. pp239-243, 2004
  • Modelling Covariance Structures in Generalized Estimating Equations for Longitudinal Data (with Hunjun Ye). In: Proceedings of the 19th International Workshop on Statistical Modelling, Biggeri, A., Dreassi E., Lagazio C. Marchi M. (Eds.). Firenze University Press, Florence, Italy. pp244-248, 2004
  • Joint Modelling of Mean and Covariance Structures in Longitudinal Studies (with Gilbert MacKenzie). In: Proceedings of the2nd Workshop on Correlated Data Modelling: Common Ideas in Biometrices and Econometrics. University of Torino, Torino, Italy, 16-19, 2004
  • Optimal Joint Mean-Covariance Modelling (with Gilbert MacKenzie) . In: Proceedings of the2nd Workshop on Correlated Data Modelling: Common Ideas in Biometrices and Econometrics. University of Torino, Torino, Italy, 51-53, 2004
  • Model Selection for Joint Mean-Covariance Structures in Longitudinal Studies (with Gilbert MacKenzie) Biometrika, 90, 1,239-244, 2003
  • Gauss-Hermite Quadrature Approximation for Estimation in Generalised Linear Mixed Models (with Robin Thompson) Computational Statistics, 18, 57-78, 2003
  • Local Influence Analysis in the Growth Curve Model with Rao's Simple Covariance Structure (with P. Bai) Journal of Applied of Statistics, 30, 771-782,2003
  • Influence Assessments for Longitudinal Data in Linear Mixed Models (with Y. Fei). In: Proceedings of the 18th International Workshop on Statistical Modelling. Verbeke, G., Molenberghs, G., Aerts, A., and Fieuws, S. (Eds.). Leuven: Katholieke Universiteit Leuven, pp 143-148, 2003
  • Optimal Model Selection in a Joint Mean-Covariance Space (with Gilbert MacKenzie). In: Proceedings of the 18th International Workshop on Statistical Modelling. Verbeke, G., Molenberghs, G., Aerts, A., and Fieuws, S. (Eds.). Leuven: Katholieke Universiteit Leuven, pp 279-284, 2003
  • Influential Observation Identification in the Growth Curve Model with Rao's Simple Covariance Structure.  Communication in Statistics, (Theory and Methods), 31, 813-832, 2002
  • Modelling Mean-Covariance Structures in the Growth Curve Model. Proceedings of the 17th International Workshop on Statistical Modelling. Chania, Greece. Eds. M. Stasnopoulos and G. Touloumi. 529-534, 2002
  • Modelling Conditional Covariance Structures in Linear Mixed Models (with Gilbert MacKenzie) Proceedings of the 16th International Workshop on Statistical Modelling. Odense, Denmark. Eds. B. Klein and L. Korsholm. 491-494, 2001
  • Modelling Marginal Covariance Structures in Linear Mixed Models (with Gilbert MacKenzie) Proceedings of the 16th International Workshop on Statistical Modelling. Odense, Denmark. Eds. B. Klein and L. Korsholm. 275-282, 2001
  • Bayesian Influence Assessment in the Growth Curve Model with Unstructured Covariance (with W. K. Fung)  Annals of Institute of Statistical Mathematics, 52, 737-752, 2000
  • Multiple outlier detection in multivariate data using projection pursuit techniques.  Journal of Statistical Planning and Inference (with W. K. Fung and K. T. Fang) 83, 153-167, 2000
  • Generalised linear mixed models: an improved estimating procedure (with Robin Thompson) Proceedings in Computational Statistics 2000. eds. J.G. Bethlehem and P.G.M., van der Heijden, Physical-Verlag , 419-424.373-378, 2000

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