Version 1
: Received: 7 September 2024 / Approved: 8 September 2024 / Online: 9 September 2024 (08:28:21 CEST)
How to cite:
Novoselsky, A.; Kagan, E. A Distance Based One-Sample Test of Means Difference for Multivariate Datasets. Preprints2024, 2024090613. https://doi.org/10.20944/preprints202409.0613.v1
Novoselsky, A.; Kagan, E. A Distance Based One-Sample Test of Means Difference for Multivariate Datasets. Preprints 2024, 2024090613. https://doi.org/10.20944/preprints202409.0613.v1
Novoselsky, A.; Kagan, E. A Distance Based One-Sample Test of Means Difference for Multivariate Datasets. Preprints2024, 2024090613. https://doi.org/10.20944/preprints202409.0613.v1
APA Style
Novoselsky, A., & Kagan, E. (2024). A Distance Based One-Sample Test of Means Difference for Multivariate Datasets. Preprints. https://doi.org/10.20944/preprints202409.0613.v1
Chicago/Turabian Style
Novoselsky, A. and Eugene Kagan. 2024 "A Distance Based One-Sample Test of Means Difference for Multivariate Datasets" Preprints. https://doi.org/10.20944/preprints202409.0613.v1
Abstract
In this note, we suggest a one-sample version of the recently proposedtwo-sampletest for comparison of the means of multivariate samples. The test checks a hypothesis that the mean of multivariate sample is equal to a certain value with the alternative hypothesis that the mean does not equal to this value. The suggested test is illustrated by analysis of real-world and simulated data.
Keywords
multivariate one-sample problem; multivariate means test; distance-based statistic
Subject
Computer Science and Mathematics, Probability and Statistics
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
