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2) Improve quantitation and statistical analysis of data: specifically 2a) While the histograms of cell wall angles in Figure 1 show different distributions among the three genotypes, it would add rigor to perform a statistical test for distribution shifts.
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The DIP method provides a statistical test for uniform distribution (the null distribution is uniform; data distribution is estimated by empirical kernel function and compared with the null distribution).
A statistical test for nonrandom distribution of these functional groups (taking into account the total number of transcripts in each category) was performed on each cluster using Onto-Express.
These alternatives can be tested using MochiView's motif distribution utilities, which test for non-random positional distribution using a statistical test for non-uniform distribution described by Casimiro et al. [ 32].
Our study presents a novel method using ALE analyses to derive a statistical test for the chance overlap of the spatial distribution of the two disorders.
To examine which sub-functional categories were enriched in the urancestral sets, we conducted a statistical test for each of them based on the hypergeometric distribution (for a complete list, see Additional file 1, Table S3).
11, Systat software inc).. Before application of a statistical test data distribution was checked for normality by use of a Shapiro-Wilkinson test.
We applied Spearman's rank correlation for a statistical test between the haplotype distribution, frequency and relative haplotype age.
Simultaneously, a formal statistical test for equality of distributions is suggested to be performed to confirm this finding.
Linear regression analysis was not a suitable statistical test for independent predictors, because of the non-normal distributions of UKCAT and A level scores.
For instance, Zhang (2003) introduces a statistical test to find outliers by assuming that the data distribution is exponential.
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