Minju Shin

M.S. Statistics, Ewha Womans University, 2023 (supervisor: Dr. JaeKeun Yoo)

B.S. Chemistry & Nano Science and Statistics, Ewha Womans University, 2021

Sufficient dimension reduction

Functional data analysis

High-dimensional data analysis 

Graduate researcher, Ewha Womans University and University of Windsor, Windsor, Canada, May 2022 - May 2023 

• Analysis of driver's posture during autonomous driving simulation situation

• Prediction of drivers' mental workload using bio-signal with functional data analysis 

Minju Shin, Jaekeun Yoo. Intensive comparison of semi-parametric and non-parametric dimension reduction methods in forward regression. Communications for Statistical Applications and Methods, 29:615-627, 2022. doi:https://doi.org/10.29220/CSAM.2022.29.5.615

Minju Shin*, Jaekeun Yoo. Intensive comparison of semi-parametric and non-parametric dimension reduction methods in forward regression. CFE-CMStatistics 2022, London, England, Dec. 17, 2022

Ewha Womans University

• Regression Analysis, Summer 2022

• Computational Statistics and Lab, Spring 2022

• Categorical Data Analysis, Fall 2021 

The Pennsylvania State University 

• STAT 415: Introduction to Mathematical Statistics, Fall 2023 

• STAT 318: Elementary Probability, Spring 2024