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Amazon's investment in our work, the first major use of the cloud for large-scale marketing academic purposes, is not to be underestimated". The different permutations of data sets and business models sound like something requiring a massive database just to keep track of.
600 permutations of data were performed for each window to generate empirical P values.
Similar tables were constructed for 100,000 random permutations of data where the entire set of insertions was shuffled between all tumors.
significance values were determined by 1000 permutations of data, df - degree of freedom associated with each term in the model, SS - associated sum of squares, Adj.
With the LC model, the adjusted phenotypes were fitted to a linear model including additive and dominant components [ 27] and the chromosome-wide significance thresholds were determined by permutations of data as described by Churchill and Doerge [ 28].
Statistical analysis was performed using the software SAM, which allows the detection of falsely positive genes (family-wise error rate) by averaging the amount of genes classified as significant over chosen permutations of data between the groups.
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PERMANOVA tests were run using unrestricted permutation of data and 999 permutations on a resemblance matrix of autoscaled metabolite profiles based on Euclidean distances (Anderson 2005).
It is worth considering that there are other alternatives for evaluating the permutation of data matrices which are not based on similarity (or even dissimilarity) matrices; indeed, calculating measures of effectiveness [8] and stress [9] uses only the data matrix itself.
Statistical significant thresholds of the test statistic (i.e., F-ratio) was evaluated in each consecutive step in the QTL analysis procedure by 1000 permutation of data [ 12].
Red circles demonstrate ON versus OFF treatment values (i.e. the actual treatment allocation data); grey lines show the range of such values for all possible permutations of the data in that patient and grey squares indicate the mean difference derived from all possible permutations of the data.
Since two comparisons were made with these data, the level of significance was set to 0.025 10000 permutations of the data set were used to assess significance.
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