T. Duong

Latest

• Higher order differential analysis with vectorized derivatives
• Multivariate Kernel Smoothing and its Applications
• Efficient recursive algorithms for functionals based on higher order derivatives of the multivariate Gaussian density
• Data-driven density derivative estimation, with applications to nonparametric clustering and bump hunting
• Asymptotics for general multivariate kernel density derivative estimators
• Unconstrained pilot selectors for smoothed cross-validation
• Multivariate plug-in bandwidth selection with unconstrained pilot bandwidth matrices