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Despite the numerous statistical approaches for feature or descriptor selection, real users that want to extract the most informative descriptors to understand or predict a property/activity still face an important challenge.
Numerous statistical approaches have been developed to identify differentially expressed genes.
There are numerous statistical approaches for inferring phase (example algorithms highlighted in [ 2, 14]), and whilst successful over short distances and frequently used in the post-HapMap era [ 9, 15], these are not always reliable for regions of low linkage disequilibrium (LD) or for rare variants (2).
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Group discrimination techniques are derived from established statistical approaches and are more numerous than profile techniques.
The computational approach proposed here can complement existing statistical approaches when behaviours involve numerous complex relationships, and quantitative data is not readily available to model these relationships.
We have attempted to reduce the potential problems associated with multiple testing by using an a priori approach for choosing the pollutant metric, pollutant lag structure, and modeling approach; however, we have conducted numerous statistical tests.
Statistical approaches allowed the identification of numerous markers associated with Al tolerance.
Motif discovery has motivated the development of numerous tools and algorithms, and the use of various motif models and statistical approaches (Guha Thakurta, 2006).
Although many statistical approaches have been developed for both purposes, improvement of QP accuracy for quantitative traits controlled by numerous small-effects QTL remains a current problem (Bernardo 2001; Heffner et al. 2009).
There have been numerous statistical measurements of Jeter's defense that have concluded he is one of the worst fielding shortstops in the major leagues.
Many statistical approaches already exist.
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CEO of Professional Science Editing for Scientists @ prosciediting.com