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Durham University

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Staff Profile

Emmanuel Ogundimu, PhD Warwick University

Assistant Professor in Statistics in the Department of Mathematical Sciences

(email at

Research Groups

Department of Mathematical Sciences

  • Probability & Statistics: Statistics
  • Probability and Statistics

Research Interests

  • Applied Statistics
  • Biostatistics
  • Machine Learning
  • Models for Rare Events
  • Sample Selection Models

Teaching Areas

  • MATH1587 Programming I (Python - 1st year)

  • MATH42515 Data Exploration, Visualization, And Unsupervised Learning (Masters level)


Journal Article

  • Ogundimu, Emmanuel O & Collins, Gary S (2019). A robust imputation method for missing responses and covariates in sample selection models. Statistical Methods in Medical Research 28(1): 102.
  • Ogundimu, Emmanuel O. (2019). Prediction of default probability by using statistical models for rare events. Journal of the Royal Statistical Society: Series A (Statistics in Society) 182(4): 1143.
  • Ogundimu, Emmanuel O. & Collins, Gary S. (2018). Predictive performance of penalized beta regression model for continuous bounded outcomes. Journal of Applied Statistics 45(6): 1030.
  • Ogundimu, Emmanuel O. & Hutton, Jane L. (2016). A unified approach to multilevel sample selection models. Communications in Statistics - Theory and Methods 45(9): 2592.
  • Ogundimu, Emmanuel O., Altman, Douglas G. & Collins, Gary S. (2016). Adequate sample size for developing prediction models is not simply related to events per variable. Journal of Clinical Epidemiology 76: 175.
  • Rubio, F. J., Ogundimu, E. O. & Hutton, J. L. (2016). On modelling asymmetric data using two-piece sinh–arcsinh distributions. Brazilian Journal of Probability and Statistics 30(3): 485.
  • Collins, Gary S., Ogundimu, Emmanuel O., Cook, Jonathan A., Manach, Yannick Le & Altman, Douglas G. (2016). Quantifying the impact of different approaches for handling continuous predictors on the performance of a prognostic model. Statistics in Medicine 35(23): 4124.
  • Ogundimu, Emmanuel O. & Hutton, Jane L. (2015). A Sample Selection Model with Skew-normal Distribution. Scandinavian Journal of Statistics 43(1): 172.
  • Ogundimu, Emmanuel O. & Hutton, Jane L. (2015). On the extended two-parameter generalized skew-normal distribution. Statistics & Probability Letters 100: 142.
  • Collins, Gary S., Ogundimu, Emmanuel O. & Altman, Douglas G. (2015). Sample size considerations for the external validation of a multivariable prognostic model: a resampling study. Statistics in Medicine 35(2): 214.
  • Akacha, Mouna & Ogundimu, Emmanuel O. (2015). Sensitivity analyses for partially observed recurrent event data. Pharmaceutical Statistics 15(1): 4.