Here is a complete guide on the Samsung Intensity. Here we take the advantage of Zou et al. Particularly, Zou et al. In this text, we assume the data streams are mutually unbiased, but the dependent case can also be utilized, as mentioned in Zou et al. However, all the above methods are devised for monitoring excessive-dimensional steady knowledge streams. Along this line, not too long ago some efforts have been dedicated to monitoring high-dimensional continuous data streams simultaneously. Tartakovsky et al. (2006) developed a monitoring strategy by taking the utmost of the local cumulative sum (CUSUM) statistics from every single stream. 2015) to integrate the native take a look at statistics from each CDS into a robust GOF test in Zhang (2002). The local statistic from each information stream is the chance ratio take a look at (LRT) statistic outfitted with the exponentially weighted transferring common (EWMA) scheme, referred to as exponentially weighted LRT statistic. To monitor a lot of CDSs, as mentioned above, the local take a look at statistics of each information stream with different testing objectives for nominal and ordinal CDSs ought to be constructed first, which is the inspiration of the worldwide check statistic. The truth is, every CDS could also be heterogenous with different parameters or nature, and the monitoring of a large number of CDSs would bring many challenges.
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