Teaching

In the ‘Applied Statistics and Data Science’ undergraduate program at ISRT, University of Dhaka, I teach courses on Design and Analysis of Experiments, Lifetime Data Analysis, and R Programming.

(AST301) Design and Analysis of Experiments II

Session 2023-24 (Started in September 2024)

This course deals with the concepts and techniques used in the factorial design. The course examines how to design factorial experiments, carry them out, and analyze the data. Experiments with random factors and nested and split designs are also discussed in this course.

(AST405) Lifetime Data Analysis

Session 2023-24 (Started in September 2024)

This course focuses on the analysis of survival or failure-time data, widely used in fields such as medicine, clinical trials, biology, epidemiology, engineering, finance, and social sciences. Students will explore lifetime probability distributions, non-parametric methods, parametric models and estimation, accelerated failure time models, and proportional hazard models for analyzing lifetime data.

(AST230) R for Data Science

Session 2023-24 (Started in September 2024)

In the modern world, proficiency in software is a crucial skill. This course introduces students to R, an extremely powerful programming language for statistical computing and graphics generation. In this course, students will learn how to manipulate data, perform basic statistical analyses, and visualize results using R.