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On the Expected ℒ2–Discrepancy of Jittered Sampling Cover

On the Expected ℒ2–Discrepancy of Jittered Sampling

Open Access
|Aug 2023

Abstract

For m, d ∈ ℕ, a jittered sample of N = md points can be constructed by partitioning [0, 1]d into md axis-aligned equivolume boxes and placing one point independently and uniformly at random inside each box. We utilise a formula for the expected ℒ2−discrepancy of stratified samples stemming from general equivolume partitions of [0, 1]d which recently appeared, to derive a closed form expression for the expected ℒ2−discrepancy of a jittered point set for any m, d ∈ ℕ. As a second main result we derive a similar formula for the expected Hickernell ℒ2−discrepancy of a jittered point set which also takes all projections of the point set to lower dimensional faces of the unit cube into account.

DOI: https://doi.org/10.2478/udt-2023-0005 | Journal eISSN: 2309-5377 | Journal ISSN: 1336-913X
Language: English
Page range: 65 - 82
Submitted on: Sep 16, 2022
Accepted on: Feb 27, 2023
Published on: Aug 10, 2023
Published by: Slovak Academy of Sciences, Mathematical Institute
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2023 Nathan Kirk, Florian Pausinger, published by Slovak Academy of Sciences, Mathematical Institute
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.