multivariate analysis

The Signed Translation Transformed Depth: Order, Quantiles, Spread, Skewness, and Quantile Regression for Multivariate Functional Data

Emmanuel Ambriz, Postdoctoral Research Fellow, Statistics

May 15, 12:00 - 13:00

B9 L2 R2325

multivariate analysis

This seminar introduces the Signed Translation transformed Depth (STtD), a novel interpretable ordering method for multivariate functional data, which enables enhanced distributional analysis, the definition of descriptive tools, and a flexible vine copula-based quantile regression framework.

Emmanuel Ambriz

Postdoctoral Research Fellow, Statistics

multivariate analysis

Joydeep Chowdhury

Postdoctoral Research Fellow, Statistics

functional data analysis multivariate analysis spatial statistics quantile regression non-parametric methods

Joydeep Chowdhury is a postdoctoral fellow in the Spatio-Temporal Statistics & Data Science research group of Professor Marc G. Genton. His current research activities focus on problems in multivariate statistics, spatial statistics and functional data analysis.