Finite-Sample Exact Prediction Bands for Functional Data

Simone Vantini, Polytechnic University of Milan

20.11.2023

3:00 pm - 4:30 pm

LMU Department of Statistics and via zoom

The talk discusses creating prediction bands for new observations in functional data with covariates. Leveraging Conformal Prediction and Functional Data Analysis, the proposed nonparametric method ensures visualization-friendly bands, exact coverage probability for finite samples, and computational efficiency.

Subscribe to RSS Events feed

Colloquium • 15.01.2025 • LMU Department of Statistics and via zoom

Additive Density-on-Scalar Regression in Bayes Hilbert Spaces With an Application to Gender Economics

15.01.25, 4-6 pm: LMU Statistics Colloquium with Sonja Greven (HU Berlin) introducing a novel approach to modeling densities.

Finite-Sample Exact Prediction Bands for Functional Data

Simone Vantini, Polytechnic University of Milan

Related