First, define a classical quadratic test statistic that would be used if one had a simple random sample of the population. Second, treating this quadratic form as a population parameter, use ...

This paper reports the results of an extensive Monte Carlo study of the distribution of the likelihood ratio test statistic using the value of the restricted likelihood for testing random components ...