Quantile-stratified sampling for multivariate normal simulations and other multivariate distributions

[2608.15170] Quantile-stratified sampling for multivariate normal simulations and other multivariate distributions Skip to main content Search Submit Donate Log in Search arXiv Press Enter to search · Advanced search Statistics > Methodology arXiv:2608.15170 (stat) [Submitted on 15 Aug 2026] Title: Quantile-stratified sampling for multivariate normal simulations and other multivariate distributions Authors: Ben O'Neill View a PDF of the paper titled Quantile-stratified sampling for multivariate normal simulations and other multivariate distributions, by Ben O'Neill View PDF Abstract: In this paper we show how to extend quantile-stratified sampling to produce simulations from various multivariate distributions. These simulations have desirable space-filling and coverage properties relative to simulation using IID sampling. We examine the coverage performance of these simulations against IID sampling by looking at plots of ordered log-density values from the simulations. Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST); Computation (stat.CO); Other Statistics (stat.OT) MSC classes: 62D99 Cite as: arXiv:2608.15170 [stat.ME] (or arXiv:2608.15170v1 [stat.ME] for this version) https://doi.org/10.48550/arXiv.2608.15170 Focus to learn more arXiv-issued DOI via DataCite Submission history From: Ben O'Neill [ view email ] [v1] Sat, 15 Aug 2026 11:14:15 UTC (1,134 KB) Full-text links: Access Paper: View a PDF of the paper titled Quantile-stratified sampling for multivariate normal simulations and other multivariate distributions, by Ben O'Neill View PDF view license Current browse context: stat.ME < prev | next > new | recent | 2026-08 Change to browse by: math math.ST stat stat.CO stat.OT stat.TH References & Citations NASA ADS Google Scholar Semantic Scholar export BibTeX citation Loading... BibTeX formatted citation × loading... Data provided by: Bookmark Bibliographic Tools Bibliographic and Citation Tools Bibliographic Explorer Toggle Bibliographic Explorer ( What is the Explorer? ) Connected Papers Toggle Connected Papers ( What is Connected Papers? ) Litmaps Toggle Litmaps ( What is Litmaps? ) scite.ai Toggle scite Smart Citations ( What are Smart Citations? ) Code, Data, Media Code, Data and Media Associated with this Article alphaXiv Toggle alphaXiv ( What is alphaXiv? ) Links to Code Toggle CatalyzeX Code Finder for Papers ( What is CatalyzeX? ) DagsHub Toggle DagsHub ( What is DagsHub? ) GotitPub Toggle Gotit.pub ( What is GotitPub? ) Huggingface Toggle Hugging Face ( What is Huggingface? ) ScienceCast Toggle ScienceCast ( What is ScienceCast? ) Demos Demos Replicate Toggle Replicate ( What is Replicate? ) Spaces Toggle Hugging Face Spaces ( What is Spaces? ) Spaces Toggle TXYZ.AI ( What is TXYZ.AI? ) Related Papers Recommenders and Search Tools Link to Influence Flower Influence Flower ( What are Influence Flowers? ) Core recommender toggle CORE Recommender ( What is CORE? ) Author Venue Institution Topic About arXivLabs arXivLabs: experimental projects with community collaborators arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs . Which authors of this paper are endorsers? | Disable MathJax ( What is MathJax? ) We gratefully acknowledge support from our major funders , member institutions , , and all contributors. About · Help · Contact · Subscribe · Copyright · Privacy · Accessibility · Operational Status (opens in new tab) Major funding support from

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