Methodological Interests:
- Regularization and Variable Selection
- Generalized Nonparametric Regression
- Robust Nonparametric Inference
- Multivariate and Tensor Analysis
- Constrained Multivariate Optimization
Applied Interests:
- Biomechanics and Locomotion
- Neuroscience (EEG and fMRI)
- Perception of Facial Expressions
- Analysis of Individual Differences
- Temporal and Spatiotemporal Data
High-Dimensional and Penalized Regression
Robust Nonparametric Inference
Multiway Analysis and Tensor Decompositions
Smoothing Splines
Tensor Product Smoothing
Non-Gaussian Data Analysis
Non-Gaussian Data Simulation
Gait Analysis
Biomechanics and Locomotion
Neuroscience (Event-Related EEG)
Neuroscience (Task-Based fMRI)
Neuroscience (Resting-State fMRI)
Self-Esteem Development
Gender Pay Gap in USA
Perception of Facial Expressions
Perception of Colors and Music
Global Warming Trends
El Nino Trends
Alcohol Consumption Trends
United States Homelessness Trends
Bike Rental Trends
Social Media Trends
