Nonparametric local inference for functional data defined on manifold domains

Niels Lundtorp Olsen; Alessia Pini; Simone Vantini

Nonparametric local inference for functional data defined on manifold domains

Niels Lundtorp Olsen, Alessia Pini, Simone Vantini

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We propose a method to test locally functional data whose domain is a Riemaniann manifold. The procedure is based on testing hypotheses on a suitably defined family of balls of the domain, and can be applied to a vast variety of different functional tests. The final result is an adjusted p-value function defined on the same domain as functional data, and controlling the ball-wise error rate.

Original language	English
Title of host publication	CLADAG 2023 book of abstracts and short papers
Pages	242-245
Number of pages	4
Publication status	Published - 2023
Event	CLADAG 2023 - Salerno Duration: 11 Sept 2023 → 13 Sept 2023

Conference

Conference	CLADAG 2023
City	Salerno
Period	11/9/23 → 13/9/23

Keywords

functional data, manifolds, permutation tests, adjusted p-value

Cite this

@inproceedings{e1516e16d57945ae8c6931346e3b4050,

title = "Nonparametric local inference for functional data defined on manifold domains",

abstract = "We propose a method to test locally functional data whose domain is a Riemaniann manifold. The procedure is based on testing hypotheses on a suitably defined family of balls of the domain, and can be applied to a vast variety of different functional tests. The final result is an adjusted p-value function defined on the same domain as functional data, and controlling the ball-wise error rate.",

keywords = "functional data, manifolds, permutation tests, adjusted p-value, functional data, manifolds, permutation tests, adjusted p-value",

author = "Olsen, {Niels Lundtorp} and Alessia Pini and Simone Vantini",

year = "2023",

language = "English",

isbn = "9788891935632",

pages = "242--245",

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note = "CLADAG 2023 ; Conference date: 11-09-2023 Through 13-09-2023",

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T1 - Nonparametric local inference for functional data defined on manifold domains

AU - Olsen, Niels Lundtorp

AU - Pini, Alessia

AU - Vantini, Simone

PY - 2023

Y1 - 2023

N2 - We propose a method to test locally functional data whose domain is a Riemaniann manifold. The procedure is based on testing hypotheses on a suitably defined family of balls of the domain, and can be applied to a vast variety of different functional tests. The final result is an adjusted p-value function defined on the same domain as functional data, and controlling the ball-wise error rate.

AB - We propose a method to test locally functional data whose domain is a Riemaniann manifold. The procedure is based on testing hypotheses on a suitably defined family of balls of the domain, and can be applied to a vast variety of different functional tests. The final result is an adjusted p-value function defined on the same domain as functional data, and controlling the ball-wise error rate.

KW - functional data, manifolds, permutation tests, adjusted p-value

UR - http://hdl.handle.net/10807/263677

M3 - Conference contribution

SN - 9788891935632

SP - 242

EP - 245

BT - CLADAG 2023 book of abstracts and short papers

T2 - CLADAG 2023

Y2 - 11 September 2023 through 13 September 2023

ER -

Nonparametric local inference for functional data defined on manifold domains

Abstract

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Keywords

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