the empirical bayes estimators of treatment effects in a factorial experiment were derived and their asymptotic properties were explored. it was shown that they were asymptotically optimal and the estimator of the scale parameter had a limiting gamma distribution while the estimators of the factor effects had a limiting multivariate normal distribution. a bootstrap analysis was performed to ill...

The COVRATIO statistic has been used to identify the presence of outlier in data, which is based on deletion approach, where determinant covariance matrix for full dataset excludes i-th row. This study proposes a novel discrimination method multivariate normal (MVN) distribution using idea statistic, denoted as . linear function (LDF) MVN will be compared statistic. Simulation results showed th...