International Journal of Statistics and Systems
  • Year: 2011
  • Volume: 6
  • Issue: 1

Likelihood Ratio Test for Order Restrictions against all Alternatives in Multivariate Normal Distribution

  • Author:
  • Abouzar Bazyari, Rahim Chinipardaz, Ali Akbar Rasekhi
  • Total Page Count: 16
  • Page Number: 41 to 56

Department of Statistics, Shahid Chamran University, Ahvaz, Iran

Abstract

The problem of testing the isotonic of several p -variate normal mean vectors against all alternatives is considered. This is a multivariate extension of Robertson and Wegman (1978). In the present paper, two cases are considered. First, it is assumed that the covariance matrices are known and second that they have an unknown scale factor. For both cases, we propose the test statistic, critical values and estimate the power of tests. The pvalues are obtained by simulation study.

Keywords

Isotonic regression, Likelihood ratio test, Multivariate normal distribution, Simulation