• Medientyp: E-Artikel
  • Titel: On testing homogeneity of two covariance matrices with nonnormal data
  • Beteiligte: Shen, Jieqiong; Li, Junyan
  • Erschienen: IOP Publishing, 2019
  • Erschienen in: Journal of Physics: Conference Series
  • Sprache: Nicht zu entscheiden
  • DOI: 10.1088/1742-6596/1324/1/012102
  • ISSN: 1742-6588; 1742-6596
  • Schlagwörter: General Physics and Astronomy
  • Entstehung:
  • Anmerkungen:
  • Beschreibung: <jats:title>Abstract</jats:title> <jats:p>In this paper, we consider testing homogeneity of two high-dimensional covariance matrices without the normality assumption. The test statistic is constructed by the standard U-statistics. Furthermore, the asymptotic distribution of the test statistic is derived under some mild assumptions. Simulations show that the proposed test performs well and better in several cases than some existing tests.</jats:p>
  • Zugangsstatus: Freier Zugang