• Sarkar, R., & Sun, J. (2024). Improved Apriori Method for Safety Signal Detection Using Post-Marketing Clinical Data. Mathematics, 12(17), 2705.

• Sarkar, R., Manage, S., & Gao, X. (2023). Stable Variable Selection for High-dimensional Genomic Data with Strong Correlations. Annals of Data Science, 1-26.

Double Programming of JMP Clinical Safety Reports @ JMP Statistical Discovery, SAS

Developed an interactive Shiny application designed for use in pharmacometric modeling for the development of onco-therapeutic drugs.

Interactive Shiny App for Dosimetry @ Novartis Pharmaceuticals

Developed an interactive Shiny application designed for use in pharmacometric modeling for the development of onco-therapeutic drugs.

COVID Data Analysis

Developed an analytical framework tailored for COVID-19 data analysis, aimed at uncovering intricate patterns and associations with key predictors sourced from enrichment datasets, leveraging the robust capabilities of Python 3.0 libraries including Pandas, Numpy, Plotly, among others.

Study of Factors Affecting Coronary Heart Disease

Application of various supervised and unsupervised learning methods to study the association of predictors such as systolic blood pressure, age, etc., with the incidence of coronary heart disease (CHD).

Performance Evaluation of Resampling Methods in Claims Reserving

Implemented three well-known resampling methods — bootstrapping, randomization, and jackknife — to forecast future reserves for claims losses. Compared predictions from each method with actual reserves computed using the Chain-Ladder approach, a prevalent actuarial loss reserving technique.

Heart Failure Data Analysis

Conducted statistical analysis on data pertaining to patients at risk of death due to heart failure, employing generalized linear models.

Residual Diagnostics for Variogram Fitting (Spatial Data Analysis)

Explored residual diagnostics methods for variogram fitting in geological data, alongside investigating an interactive tool for implementing these diagnostics in R (utilizing the vardiag package).

Study of Association between Internet Use and Suicide

Utilized the GapMinder dataset as a key component of an online course in data analysis and interpretation provided by Wesleyan University through Coursera. Documented course advancements through blog entries here.