Nacher et al. suggested a stochastic model of gene expression which, in practice, provides a better fit to gene expression data.
This is the expression used in practice in all quantitative estimations presented.
To use expression [11] in practice, we need to evaluate the integral Ψ.
Note that a typical microarray data has a large gene wise dimension and can have a large sample wise one in case of combined datasets, Therefore, it can easily be computationally intractable to apply the standard SPM algorithms to the huge-sized gene expression data in practice.
In Judaic Tradition this concept finds expression in the practice of the twice daily recitation of the "Shema" prayer - which is essentially a meditation on the concept of the ultimate oneness of the Creator.
Based on the results of these tests, trastuzumab therapy is strongly recommended for patients with IHC 3+ or IHC 2+/FISH-positive (high HER2 expression) in clinical practice in Japan.
Furthermore, the pathology and biomarker analyses were carried out prospectively in a single, accredited laboratory and represent a 'real-world' assessment of the value of PR expression in clinical practice (Hammond et al, 2010).
1 The term partial selection is also used in the literature to describe relay selection based on channel knowledge pertaining to a single hop. 2 As is customary, we consider SNR outage since there is a one-to-one relationship between this performance metric, mutual information outage, and many symbol-error-rate outage expressions encountered in practice when flat fading is assumed.
Using several examples we show how these tools are applied to gene-expression data in practice.
