Research Portfolio
An Applied Statistical Study of Commercial Aircraft Safety: Comparative Analysis of Boeing and Airbus
Conducted an exposure-adjusted statistical comparison of Boeing and Airbus aircraft using chi-square hypothesis testing and Poisson modeling to evaluate incident frequency and severity patterns.
Python
Pandas
SciPy
Chi-Square Test
Poisson Regression
Statistical Modeling
Research Type: Applied Statistical Study
Methodology: Exposure Normalization + Hypothesis Testing
Contribution: Data-driven safety comparison beyond raw counts
A Comparative Study on the Efficiency and Applicability of Python and R for Data Science Tasks
Comparative analytical research evaluating Python and R ecosystems across performance benchmarking, modeling efficiency, visualization, and domain-specific applications.
Python
R
Benchmarking
Performance Testing
Statistical Analysis
Comparative Research
Literature Base: 25 Research Studies
Datasets: Iris, Titanic, COVID-19
Key Finding: Python → Scalability | R → Statistical Depth