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خانه /A Test for Order Restriction ...
عنوان
A Test for Order Restriction of Several Multivariate Normal Mean Vectors against all Alternatives when the Covariance Matrices are Unknown but Common
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چکیده
In the present paper, we are interested in testing the order restriction of mean vectors against all alternatives based on a sample from several p dimensional normal distributions. Here we consider the case when the covariance matrices are completely unknown but com- mon. We propose a test statistic and obtain the supremum of its upper tail probability under the null hypothesis. A reformulation of the test statistic is also provided based on the orthogonal projections on the closed convex cones to study its null distribution. Finally, a Monte Carlo simulation is presented to estimate its critical values.
پژوهشگران ابوذر بازیاری (نفر اول)، رحیم چینی پرداز (نفر دوم)