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The accuracy of the diverse tools used in the adopted pipeline was evaluated on the basis of statistical techniques of Receiver Operating Characteristic (ROC), which indicated the reliability of the functional predictions.
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In our case, the deep fryer is a toolbox of statistical techniques.
So, what's the role of statistical techniques here?
The variety of statistical techniques used is growing.
A wide variety of statistical techniques were used.
A sub-class of statistical techniques are known by statisticians as 'clinimetric' techniques.
A number of studies have investigated the correlation between geographic and genetic coordinates on the basis of multivariate statistical techniques such as MDS applied primarily to SNP genotype data, finding a strong correlation (Ramachandran et al. 2005; Novembre et al. 2008; Wang et al. 2010, 2012).
That work became the basis of a statistical technique, now called Bayesian estimation, for calculating the probability of the validity of a proposition on the basis of a prior estimate of its probability and new relevant evidence.
In another subsequent work [10], data aggregation techniques are designed on the basis of statistical information extraction.
Even in such cases, where risk assessments are supported by decent empirical evidence, it can be hard to make decisions on the basis of statistical probability.
The presence of a steady state response is determined on the basis of statistical data.
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