University of Newcastle, UK
Title: Functional regression analysis for big motion data
Background:
Research Interests: Nonparametric functional data analysis (Gaussian process functional regression, classification and clustering for functional/longitudinal data, Spatially correlated allocation model, Applications with nonlinear system control, process monitoring and malfunction detection)
Incomplete data and Model uncertainty (Incomplete data bias and model uncertainty, Meta-analysis and Selection bias, Sensitivity analysis, Applications in medicine)
Covariance structural analysis and latent variable models (Analysis of mixed continuous and polytomous data, Multilevel model, Asymptotic theory)