Mahbub A.H.M. Latif (ড. আবু হেনা এম. মাহবুব-উল লতিফ)
Professor
Office: 104
Phone: 8282
Email: mlatif@isrt.ac.bd
Phone: 8282
Email: mlatif@isrt.ac.bd
Education
- PhD (Goettingen), MSc (British Columbia), MSc, BSc (Dhaka)
Research Interests
- Causal inference, medical statistics, design and analysis of experiments, correlated data analysis, statistical computing, public health
- Short Curriculum Vitae (pdf)
- My homepage at Dhaka University website
Publications (peer-reviewed, selected)
Methodology papers
- “Sensitivity analysis for unmeasured confounding for a joint effect with an application to survey data”. Epidemiologic Methods, 14(1), pp. 20250007. (with Tarikul Islam)
- “Causal mediation analysis in the presence of a common confounder measured with error”. Statistica Neeralandica, 79:e70005, 2025. (with Tarikul Islam)
- “A three-state continuous time Markov chain model for HIV disease burden”. Journal of Applied Statistics, 46(9), 1671-1688, 2019. (with H. Chakraborty and A. Hossain)
- “A PRESS statistic for working correlation structure selection in generalized estimating equations”. Journal of Applied Statistics 46(4), 621-637, 2019. (with G. Inan and J. S. Preisser)
- “Optimum designs for non-linear mixed effects models in the presence of covariates”. Biometrics, 73(3), 927-937, 2017. (with B. Bogacka, S. Gilmour, and Y. Kuresh).
- “Trend of determinants of birth interval dynamics in Bangladesh”. BMC Public Health, 16:934, 2016. (with J. R. Khan and W. Bari).
- “A genetic algorithm for designing microarray experiments”. Computational Statistics, 31(2), 409-424, 2016. (with E. Brunner).
- “A determinant based criterion for working correlation structure selection in generalized estimating equations ”. Statistics in Medicine, 35(11), 1819-1833, 2016. (with A. Jaman, W. Bari, and A. Wahed).
- “Transform-both-sides nonlinear models for in vitro pharmacokinetic experiments ”. Statistical Methods in Medical Research, 24(3), 306-324, 2015. (with S. Gilmour).
- “Frailty modeling for clustered survival data: an application to birth interval in Bangladesh”. Journal of Applied Statistics 40(12), 2670-2680, 2013. (with S. Mahmood and B. Zainab)
- “Robustness considerations in selecting efficient two–color microarray designs”, Bioinformatics, 25(18), 2355-2361, 2009. (with F. Bretz and E. Brunner)
- “Model selection using modified Akaike’s Information criterion: an application to maternal morbidity data” , Austrian Journal of Statistics 37(2), 175-184, 2008. (with M. Z. Hossain and M. A. Islam)
- “Computations for the familial analysis of binary trait”. Computational Statistics, 20(3), 439-448, 2005. (with H. Joe)
Collaborative papers
- “Digitalized to reach and track: a retrospective comparison between traditional and conditional estimate of vaccination coverage and dropout rates using e-Tracker data below one-year children in Bangladesh during-COVID and pre-COVID period”. The Lancet Regional Health – Southeast Asia 16, 2023. (with A. Saha, M. Sarker, and others)
- “Birth weight reference for Japanese twins and risk factors for infant mortality: A population-based study”. PLoS ONE 17(7), e0271440, 2022. (with Y. Ishida, Y. Takemoto, and others)
- “Knowledge and practices related to COVID-19 among mothers of under-2 children and adult males: A cross-sectional study in Bangladesh”. BMJ Open 12, e059091, 2022. (with A. Talukder, M. Islam, and others)
- “Effect of Right-Lateral Versus Left-Lateral Tilt Position on Compression of the Inferior Vena Cava in Pregnant Women Determined by Magnetic Resonance Imaging”. Anesthesia & Analgesia 128(6), 1217-1222, 2019. (with N. Fujita, H. Higuchi, and others)
- “Urban‐rural and sex differentials in tuberculosis mortality in Bangladesh: results from a population‐based survey” . Tropical Medicine & International Health 24(1), 109-115, 2019. (with M. Sarker, F. Homayra, and others)
- “Identifying novel phenotypes of acute heart failure using cluster analysis of clinical variables” . International journal of cardiology 262, 57-63, 2018. (with Y. Horiuchi, S. Tanimoto, and others)
- “A Matched Case-Control Study to Identify Risk Determinants of Tuberculosis in Bangladesh”. GSTF Journal of Nursing and Health Care (JNHC) 5(1), 2018. (with M. Sarker, F. Homayra, and others)
- “Impact of fortified biscuits on micronutrient deficiencies among primary school children in Bangladesh”. PloS one 12(4), e0174673, 2017. (with A. M. Adams, R. Ahmed, and others)
- “Double trouble: prevalence and factors associated with tuberculosis and diabetes comorbidity in Bangladesh”. Plus one 11(10), e0165396, 2017. (with M. Sarker, M. Barua, and others)
- “A parametric Markov renewal model for predicting tropical cyclones in Bangladesh”. Natural Hazards, 73(2), 597-612, 2014. (with M. Asaduzzaman).
Complete list of publications:
- Google Scholar
- Scopus
- ResearchMap
https://orcid.org/0000-0001-7838-2158- Web of Science (Publons): ABD-1002-2021
Software
- robustMAdesigns : R package to find good (efficient and robust) two-color microarray designs for one-factor and multi-factor microarray experiments. Details of the methods implemented in the package can be found in my PhD Thesis.
- nparLD : R package to perform non-parametric analysis of longitudinal data in factorial experiments. (with K. Noguchi, E. Brunner and others)
- geemisc : R package to calculate criteria (e.g. determinant based criterion, dbc) for selecting working correlation structure (Statistics in Medicine, 2016)
- GitHub page
- Certified RStudio tidyverse instructor
Theses
- “Efficiency and robustness issues in complex statistical designs for two-color microarray experiments”, PhD thesis, Department of Medical Statistics and Center for Statistics, University of Goettingen, Germany, 11/2005. Advisor : Dr. Edgar Brunner. [fulltext]
- “A comparison of methods for multivariate familial binary responses”, MSc thesis, Department of Statistics, University of British Columbia, Canada, 11/2001. Advisor : Dr. Harry Joe. [fulltext]
- “An extension of multistate hazards model for transitions and reverse transitions”, MSc thesis, Department of Statistics, University of Dhaka, Bangladesh, 8/1995. Advisor: Dr. M. Ataharul Islam.
Recent Talks
- A workshop on “Causal inference for observational data analysis”, at the International Conference on Applied Statistics and Data Science 2025 (ICASDS 2025), Institute of Statistical Research and Training (ISRT), University of Dhaka, Bangladesh, 12/2025
- “Causal effect of household wealth on cesarean section delivery: Moderating role of maternal education using causal mediation analysis”, at the 8th International Conference on The Role of Statistics and Data Science in 4IR (ICRSDS4IR), University of Rajshahi, Bangladesh, 12/2024
- Learning Lab on “Establishing nutrition surveillance system and analyzing longitudinal data” at the conference “Delivering for Nutrition in South Asia: Connecting the Dots Across Systems,” Colombo, Sri Lanka, 12/2024
- “Compound criteria and breakdown numbers”, 62nd ISI World Statistics Congress, Kuala Lumpur, Malaysia, 7/2019
- “Optimum experimental designs for multiple objectives”, Institute of Statistical Research and Training (ISRT), University of Dhaka, Bangladesh, 7/2019
- “Maternal and child anemia: Evidence from Bangladesh demographic health survey 2011”, Department of Mathematics and Statistics, NUI Galway, Ireland, 2/2019
- “Use of transformed response in assessing the impact of fortified biscuits on micronutrient deficiencies”, St. Luke’s University Research Meeting, Tokyo, Japan, 3/2018
- “Optimum designs for nonlinear mixed effects models in the presence of multiple covariates”, Joint Statistical Meeting (JSM), Baltimore, USA, 7/2017
- “Comparing risks of developing diabetes complications among Japanese adults ”, St. Luke’s Academia, Tokyo, Japan, 1/2017
- “Blood glucose levels and diabetes complications ”, St. Luke’s International University, Tokyo, Japan, 9/2016
- “Transform-both-sides Michaelis-Menten models for pharmacokinetic experiments”, East West University, Dhaka, Bangladesh, 4/2015
- “A gentle introduction to survival analysis”, icddr,b, Dhaka, Bangladesh, 5/2014
- “Transform-both-sides Michaelis-Menten models for pharmacokinetic experiments”, Department of Biostatistics, University of North Carolina, NC, USA, 9/2013
- “Applications of random effects models in health sciences”, Department of Statistics, Rajshahi University, Bangladesh, 4/2012
- “Optimum designs for transform-both-sides nonlinear mixed effects model in the presence of covariates”, Isaac Newton Institute of Mathematical Sciences, University of Cambridge, United Kingdom, 8/2011 (Video Link to the Talk)
- “Design and analysis of transform-both-sides nonlinear regression models”, Queen Mary, University of London, 1/2010
- “Analysis of transform-both-sides nonlinear regression models”, Spring Research Conference, Vancouver, Canada, 5/2009
- “Analysis of transform-both-sides Michaelis-Menten model”, School of Mathematical Sciences, Queen Mary, University of London, United Kingdom, 1/2009
- “Selection of good two-color microarray designs using genetic algorithms”,Isaac Newton Institute of Mathematical Sciences, University of Cambridge, United Kingdom, 8/2008
Research Students
Below is the list of students who worked with me for their MS thesis in Applied Statistics at the University of Dhaka, Bangladesh.
- 2006: Bazlur Rashid
- 2007: Ehsan Karim, Tanvir Hasan
- 2008: Sabria Khan, Shahriar Gofur, Mina Mahbub Hossain
- 2010: Mirajul Islam
- 2011: Shomoita Alam, Nazmun Mansur, and Kishor Das (jointly supervised with Dr. M. Asaduzzaman)
M. Kamruzzaman and Rifat Zahan - 2012: M. Rashedul Hoque, Abdullah Kafi
- 2013: M. Shaddam Hossain Bagmar, Jahidur Rahman Khan
- 2014: Ajmery Jaman
- 2015: Tuhin Sheikh, Tahmina Akter, Abdul Muyeed
- 2016: Elizabeth Sarker, Shamsia Sobhan
- 2017: Ashfia Tasnim (Jointly supervised with Ajmery Jaman)
- 2020: Ummea Tamima Zenia, Tasnim Mahi, and Samia Sultana Sanzi (Jointly supervised with Dr. M. Ataharul Islam)
- 2022: Rasel Biswas ( Thesis Abstract), Md. Abdul Basit (Thesis Abstract), and Emama Amin
- 2023: Priom Saha (Thesis Abstract) and Md. Sabbir Hossain (Thesis Abstract)
- 2024: Tarikul Islam (Thesis Abstract) and Md. Niamul Islam Sium (Thesis Abstract)
- 2025: Md. Muhitul Alam (Thesis Abstract), Md. Abdullah Al Fahim (Thesis Abstract), and A. F. M. Tahsin Shahriar (Thesis Abstract)
- 2026: Faria Rauf Ria and Maliha Binte Alauddin
Courses Taught
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Graduate courses
- Introduction to causal inference [2024, 2020-23]
- Analysis of longitudinal data [2015-16]
- Advanced survival analysis [2013-15, 2010, 2007]
- Statistical computing [2010-11]
- Applied multivariate analysis [2006]
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Undergraduate courses
- Linear regression analysis [2024, 2007-08]
- Lifetime data analysis [2020-23, 2010-12, 2005-08]
- Introduction to R [2023]
- Elements of probability [2013-16]
- Programming with Fortran and C [2012, 2005-07]
- Design and analysis of experiments [2011-13]
- Epidemiology [2006-07]
Erdös number : I found my Erdös number is 4 ( MathSciNet’s Link )
Useful Links
- R4DS
- Not So Short Intro to LaTex
- R resources from Karl Broman’s page
- Foundation for Open Access Statistics
- From Professor Rosemary Bailey‘s homepage, the vision of a university is “the belief in (i) a community of scholars and not a confederacy of self-seekers; (ii) the idea of openness and not ownership; (iii) the professor as a pursuer of truth and not an entrepreneur; (iv) the student as an acolyte whose preferences are to be formed, not a consumer whose preferences are to be satisfied.”
- “The word processor is a stupid and grossly inefficient tool for preparing text for communication with others”
Professional Activities
Refereed articles for
- Journal of Royal Statistical Society, series C
- American Statistician
- Bioinfromatics
- Statistics and Computing
- Journal of Statistical Planning and Inference
- Communications in Statistics: Theory and Methods
- Journal of Applied Statistics
Professional Memberships
- Member, The American Statistical Association [2016- ]
- Member, The International Statistical Institute (ISI) [2019- ]
- Member, The International Biometric Society (IBS) [2019- ]
- Fellow, The Royal Statistical Society [2009-2015]
- Member, International Society for Computational Biology [2009-2010]
- Life member, Bangladesh Statistical Association [1996-present]

https://orcid.org/0000-0001-7838-2158