- Faculty
- Faculty Faculty of Sciences and Engineering
- Research Interest
- Research Interest Shamima Hossain’s research focuses on Bayesian Statistics , spatio-temporal modeling , and machine learning , with applications in public health , epidemiology , and climate data analysis . She is particularly interested in developing Bayesian Neural Networks (BNNs) and predictive models to address societal challenges through data-driven solutions. Area of Specialization Shamima Hossain specializes in Bayesian Statistics , Generalized Linear Models (GLMs) , and Spatio-Temporal Modeling , with extensive expertise in applying advanced statistical methodologies to solve real-world problems. Her focus areas include epidemiology , public health analytics , and climate data modeling , with a particular interest in developing robust Bayesian Neural Networks (BNNs) for high-dimensional data analysis. She is also proficient in statistical software such as R, Python, SPSS, and STATA, enhancing her capabilities in computational statistics and predictive modeling. Through her academic and research endeavors, she has contributed significantly to understanding societal challenges, including public health crises and women's empowerment, using statistical frameworks.
- Teaching Materials
- The following courses have been taught at undergraduate and postgraduate levels at East West University and affiliated institutions: Introduction to Generalized Linear Model(AST-407) Generalized Linear Models (AST-409) Statistical Inference I (AST-203) Sampling Distributions (AST-202) Applied Regression Analysis (AST-303) Probability Distributions (AST-201) Statistics and Probability (STA-102) Data Analysis using SPSS and SAS (AST-308) Differential & Integral Calculus (MAT-101) Statistical Analysis using STATA — Lab (AST-410) Statistics for Business & Economics (STA-217) Applied Epidemiology (AST-514) Econometrics (AST-516) Probability Distribution STA293 Responsibilities: Designing and delivering lectures, tutorials, and assessments for undergraduate students. Providing academic support and guidance to students to enhance their understanding of complex concepts. Preparing and grading assignments, quizzes, and exams to evaluate student performance. Collaborating with the department to develop curriculum materials and enhance teaching strategies.
- Academic Background
- M.S. in Statistics, Jahangirnagar University, Dhaka B.Sc. in Statistics, Jahangirnagar University, Dhaka
- Awards & Achievements
- Scholarship for Distinctive Academic Performance in M.S. Program 2010 Academic Merit Scholarship based on B.Sc. (Hons.) results 2004-2007
- Selected Publications
- Journal Publication Conference & Seminars International 1. Shamima Hossain , “Generalized Linear Regression Model to Determine the Threshold Effects of Climate Variables on Dengue Fever: A Case Study on Bangladesh”, Canadian Journal of Infectious Diseases and Medical Microbiology, vol. 2023, Article ID 2131801, 12 pages, 2023. https://scholar.google.com/citations?view_op=view_citation&hl=en&user=2UwTEeYAAAAJ&citation_for_view=2UwTEeYAAAAJ:9yKSN-GCB0IC 2. Nazneen Sultana, Shamima Hossain and Kazi Md. Farhad Mahmud,"FACTORS INFLUENCING WOMEN’S OPINIONS REGARDING VIOLENCE IN BANGLADESH",December 2019, Advances and Applications in Statistics 59(2):125-147,DOI: 10.17654/AS059020125 ; https://scholar.google.com/citations?view_op=view_citation&hl=en&user=2UwTEeYAAAAJ&citation_for_view=2UwTEeYAAAAJ:d1gkVwhDpl0C 3. Farzana Jahan, Shamima Hossain and Kazi Md. Farhad Mahmud, “Factors influencing women’s decision making power: evidence from Bangladesh Urban Health Survey Data”, IMPACT: International Journal of Research in Applied, Natural and Social Sciences (IMPACT: IJRANSS), ISSN (E): 2321-8851; ISSN (P): 2347-4580, Vol. 3, Issue 3, Mar 2015, 133-150. https://scholar.google.com/citations?view_op=view_citation&hl=en&user=2UwTEeYAAAAJ&citation_for_view=2UwTEeYAAAAJ:u-x6o8ySG0sC A Proposed Model for Stochastic Random Early Detection of Congestion using Higher order Markov Chain SHAMIMA HOSSAIN** , FARZANA JAHAN AND M. ATAHARUL ISLAM, 2 nd International Conference on Theory and Application of Statistics 2015, ORGANIZED BY DHAKA UNIVERSITY STATISTICS DEPARTMENT ALUMNI ASSOCIATION (DUSDAA), UNIVERSITY OF DHAKA, DHAKA, BANGLADESH Review of Congestion Controlling Algorithms and Comparison using Simulation Afsana Al Sharmin, Farzana Jahan, Nazneen Sultana**, Shamima Hossain , 2 nd International Conference on Theory and Application of Statistics 2015, ORGANIZED BY DHAKA UNIVERSITY STATISTICS DEPARTMENT ALUMNI ASSOCIATION (DUSDAA), UNIVERSITY OF DHAKA, DHAKA, BANGLADESH
- Professional Experience
- Professional Experience and Skills Senior Lecturer , Department of Mathematics and Data Science (MDS), East West University, Bangladesh (August 2016 – Present) Designed and taught core and advanced courses, including Differential and Integral Calculus , Statistics and Probability , Econometrics , Generalized linear models (GLM), Applied Epidemiology etc. Supervised undergraduate research projects focusing on statistical modeling , public health analytics , and climate change studies . Conducted workshops and training sessions on statistical tools and programming, enhancing the analytical skills of students. Lecturer , East West University, Bangladesh (September 2012 – August 2016) Delivered lectures on foundational and specialized courses in statistics and mathematics. Mentored students in statistical methodologies and research practices. Lecturer in Statistics , Department of Quantitative Science, International University of Business, Agriculture and Technology (IUBAT), Bangladesh (February 2012 – September 2012) Delivered lectures on Statistics, Business Statistics etc. courses for graduate and undergraduate students . Lecturer , Institute of Science, Trade and Technology (ISTT), Bangladesh (June 2011 – February 2012) Delivered lectures on statistics and mathematics for undergraduate students. Graduate Teaching Assistant , East West University, Bangladesh (November 2010 – May 2011) Assisted in teaching courses, assignments etc. for undergraduate students. Key Accomplishments Published research article on topics such as the effects of climate variables on dengue fever, women's empowerment, and decision-making, contributing to peer-reviewed journals. Potential member in the World Bank-funded HEQEP project , focusing on longitudinal data analysis and developing covariate-dependent models . Introduced innovative teaching strategies to integrate statistical and computational tools into classroom settings. Supervised multiple research projects addressing critical societal challenges, including public health crises and urban development. Technical Skills: R , Python , SPSS , STATA , SAS Expertise in advanced statistical methodologies: Bayesian Inference , Generalized Linear Mixed Models (GLMMs) , Simulations. Competent in data analysis, predictive modeling, and statistical software training. Soft Skills: Leadership : Successfully led research initiatives and academic program development. Communication : Skilled in presenting complex concepts clearly to diverse audiences. Problem-Solving : Demonstrated ability to address real-world challenges through data-driven approaches. Mentoring : Actively guided students in research, fostering a collaborative and inclusive learning environment. Special Focus Areas: Development of statistical models and machine learning techniques to tackle high-dimensional data problems in epidemiology , public health , and climate studies . Application of statistical tools in policy-making , gender studies , environmental and economic development .
- Affiliation Professional Membership
- Member, Jahangirnagar University Statistics Alumni Association Bangladesh (JUSAAB )