This paper proposes some novel one-sided omnibus tests for independence between two multivariate stationary time series. These new apply the Hilbert-Schmidt criterion (HSIC) to test innovations of both Under regular conditions, limiting null distributions our HSIC-based are established. Next, shown be consistent. Moreover, a residual bootstrap method is used obtain critical values tests, and it...

This article examines the null limit distribution of quasi-likelihood ratio (QLR) statistic for testing linearity condition against smooth transition autoregressive (STAR) model. We explicitly show that QLR test weakly converges to a functional multivariate Gaussian process under linearity, which is done by resolving issue identification problem arises in two different ways null. In contrast wi...

UNLABELLED SeqExpress, a gene-expression analysis suite, has been extended to offer a number of cluster generation, refinement and visualization techniques. The cluster generation methods have been specialized to deal with aspects of the sparseness and extreme values that occur within microarray data. The results of such cluster analysis can then be refined using either: a functional enrichment...