Dr. M. Shafiqur Rahman

Professor

Office: Room 107
Phone:
Email: shafiq@isrt.ac.bd

Education

Research Interests

  • Risk prediction models
  • Causal inference
  • Survival analysis
  • Modeling clustered/longitudinal data
  • Medical statistics and public health
Publications (selected)
* indicates student supervised paper

 For full list of publication visit Google Scholar and Research Gate.

Future Research Projects (MS thesis):
  • Dynamic prediction using landmark survival model
  • Propensity score model selection and estimation of heterogenous treatment effects
  • On the sandwich variance estimators of the GEE estimator in the presence of separation
 Research Students (for MS thesis in Applied Statistics): 
  • Tasneem Fatima Alam (2017-2018): Estimation and Inference for Accelerated Failure Time (AFT) models with small or rare event survival data
  • Nowrin Nusrat (2017-2018): Dealing with separation or near-to-separation in the model for multinomial response
  • Ema Akter (2017-2018):  Using Jeffreys-and logF(1,1)-prior based penalized methods for propensity score models with rare exposure
  • Muntaha Mushfiquee (2016-2017):  Propensity score based adjustment for covariate effects on classification accuracy of biomarker using ROC curve
  • Tanzila Rahman Mou (2016-2017): Using penalized methods for propensity score model with rare exposure in observation studies with binary outcome
  • Momenul Haque Mondol (2015-2016): Bias reduced and separation-proof  generalized estimating equation for correlated binary data
  • Avizit Adhikary (2015-2016): Application of Firth’s type penalized method to Cox PH framework for developing predictive models with sparse or highly censored survival data
  • Md. Maidul Husain (2015-2016): Covariates adjusted area under ROC curve in the presence of measurement error
  • Mahbuba Sultana (2014-2015):  An evaluation of penalized likelihood methods for developing binary risk models with rare events
  • Md. Moniruzzaman (2014-2015): Prediction in the random effects logistic model for clustered binary data
  • Afrin Sadia Rumana (2013-2014): Concordance measures for evaluating the added predictive ability of new risk factors in logistic regression models: An alternative to the existing measures
  • Mohammad Junayed Bhuyan (2013-2014): Generalized Bernoulli model for correlated binary responses with an application to child nutrition data in Bangladesh
  • Tanjina Rahman (2013-2014): Concordance statistics for evaluating the predictive performance of stratified Cox proportional hazard models
  • Biplob Biswas (2012-2013):  Concordance statistics and discrimination in logistic regression models
  • Ariful Bhuiyan (2012-2013): Measures of predictive accuracy and explained variation for survival risk models

Awards and Grants

  • Dean Award (2019). Awarded by the Faculty of Science, University of Dhaka for research paper publication.
  • Educational Ambassadorship (2015). Awarded by the American Statistical Association (ASA).
  • Conference Scientist Award (2015). Awarded by the International Society for Clinical Biostatistics (ISCB) in the 36th Annual Conference, Utrecht, The Netherlands.
  • Travel Grant (2014). Funded by the Word Bank and ISI for attending Regional Statistics Congress, 16-20 November 2014, Malayesia.
  • Research Grant (2013-2014). Funded by the University Grant Commission Bangladesh for the project entitled “Disease mapping in Bangladesh”.
  • Costas Goutis Prize (2010). Awarded by the Department of Statistical Science, UCL, UK for research student excellence.
  • Travel Grant (2013). Funded by the Word Bank and ISI for attending 59th ISI World Statistics Congress, 25-30 August 2013, Hongkong.

Courses currently teaching

  • Lifetime Data Analysis. Undergraduate level
  • Epidemiology. Undergraduate level

Recent Teaching

  • Analysis of Longitudinal Data. Graduate level
  • Design of Experiments. Undergraduate level
  • Generalized Linear Models. Undergraduate level
  • Meta Analysis. Graduate level
  • Statistical Computing: Survival Analysis and GLM

Membership

  • Life member of Bangladesh Statistical Association (BSA)
  • Member of International Statistical Institute (IMS)
  • Member of International Society for Clinical Biostatistics (ISCB)