Members

Seyoung Lee

• Research Interests

  Software Development

  Data Engineering

  Penalization Method

• Publications

  - spheresmooth: a penalized piecewie geodeisc curve fitting on a sphere (published)

  - FastKRR: Kernel Ridge Regression using 'RcppArmadillo' [Software] (published)

  - spheresmooth (Python): Geometry-aware Spline Smoothing and Geodesic Modeling for Spherical Data in Python [Software] (published)

  - spheresmooth: Piecewise Geodesic Smoothing for Spherical Data [Software] (published)

  - Adaptive smoothing of spherical trajectories via penalized piecewise geodesic curves: a Python software (published)

Miyoung Jang

• Research Interests

  Biostatistics

  Clinical Trials

  Survey Sampling

• Publications

  - Risk of peripheral artery disease following ankylosing spondylitis, 2012-2023: a nationwide cohort study in South Korea (published)

  - Risk of anxiety disorder after spinal cord injury: a nationwide cohort study in South Korea, 2012–2023 (under review)

  - Risk of heart failure after spinal cord injury: a nationwide cohort study in South Korea (published)

  - Association Between Parkinson’s Disease and Subsequent Depression Risk: A Nationwide Cohort Study (published)

  - Association between irritable bowel syndrome and Guillain–Barré syndrome-related immune-mediated peripheral neuropathies: a nationwide cohort study (published)

  - FastKRR: Kernel Ridge Regression using 'RcppArmadillo' [Software] (published)

  - FastKRR: an R package for efficient kernel ridge regression with RcppArmadillo (under review)

Seoyeon Kim

• Research Interests

  Biostatistics

  Clinical Trials

  Nonparametric Inference

  First Job

  Ph.D. Student, Department of Biostatistics, Korea University

• Publications

  - Nonparametric logistic regression based on sparse triangulation over a compact domain (published)

  - Dynamics of COVID-19 risk perception and predictors in South Korea: a two-year longitudinal study from the pandemic’s beginning (2020-2021) (published)

  - Comparison of cognitive and affective dimensions of multi-risk perception according to sociodemographic characteristics in a South Korean population (published)

  - Establishing a panel dataset for the survey on the effects of minimum wage implementation (published)

  - Political party preference, accountability, and risk perception: Crowd crush in South Korea (published)

Jinju Kim

• Research Interests

  Survey Sampling

  Multivariate Data Analysis

  Covariance Modelling

  First Job

  Research Assistant, Marketing Research Division, Gallup Korea

• Publications

  - Analysis of US airport network and KOSPI volatility based on covariance regression modeling method (published)

  - Role of government and information trust in public perception of environmental risk: a case study of treated contaminated water discharge in Fukushima (published)

  - Establishing a panel dataset for the survey on the effects of minimum wage implementation (published)

Gyeongmin Kim

• Research Interests

  Nonparametric Estimation

  Minimax Theory

  Convex Optimization

  First Job

  Ph.D. Student, Graduate School of Public Health, Seoul National University

• Publications

  - Multi-task nonparametric regression under joint sparsity (published)

  - Activity apportioning models following multi-compartment dosimetry for radioembolization of liver tumors supplied by multiple arteries (under review)

  - Association between risk perception of COVID-19 and voting intention for governing party candidate during the end phase of the pandemic (published)

  - R programming with workflow design [Book] (published)

  - FastKRR: Kernel Ridge Regression using 'RcppArmadillo' [Software] (published)

  - FastKRR: an R package for efficient kernel ridge regression with RcppArmadillo (under review)

Our lab has mentored 12 undergraduate research interns so far,
and we are currently working with 3 active interns.
We welcome inquiries about internship opportunities at any time.