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 functional data analysis nonparametric statistics

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.