Sentence examples for multivariate specifications this from inspiring English sources

Although an elegant solution to this problem is the establishment of multivariate specifications this becomes difficult (if not impossible) to implement when the interactions take place across materials that are sourced by different vendors.

In this paper, a methodology to build multivariate specifications is presented and illustrated using a case study from an aluminum reduction smelter.

In establishing appropriate specifications for highly correlated API properties, multivariate specifications were advocated recently (Duchesne C, MacGregor JF. 2004. J Qual Technol 36 78 94).

Authors provide critical overview on the good modeling practices and introduce concepts of multiple-unit, adaptive and dynamic design space, multivariate specifications and methods for process uncertainty analysis.

This work provides a review of methods to address the presence of these uncertainties, ranging from the establishment of multivariate specifications for incoming product, to feed-forward process control.

We denote the models by U-bench and M-bench for the univariate and multivariate specification.

For the univariate and multivariate specification, we denote the corresponding model by remh.

The univariate model specification has in total (168+96+168=432) parameters, which is the same as for the multivariate specification.

The first univariate model description to be more robust, whereas the multivariate specification is able to take different levels variation in the data into account.

Ultimately it provides a quantitative way to establish a quality driven multivariate specification for the incoming materials, using data from multiple scales to support it.

The methodology is illustrated herein building a multivariate specification for the purchase of a polymeric excipient for the production of tablets.