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For this purpose, we have derived a Bayesian formulation of the reduced rank regression model, which enables us to incorporate our knowledge of the expected effects sizes in the analysis.
As indicated above, to account for the effect of different sample sizes in the analysis, we analyzed 10 data sets with 9 random samples isolated after 1984, and compared with the results from RHDV isolated before the first epidemic.
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In [25], the authors considered rate, diversity, and network size in the analysis.
Plant and company size measured by taking the natural logarithmic transformation of the number of employees were both introduced as control variables: this is consistent with recent research in environmental management that has included organizational size in the analysis (Hofer et al., 2012).
However, in genome wide studies, we usually face a situation of large dimensionality and small sample size, and maximizing sample size in the analysis is always desirable.
In addition, I included litter size in the analysis of testes mass and multiple paternity, to avoid biases in the detection of multiple paternity [21], though I included it as a predictor variable rather than using residuals [51].
However, this tool does not include the study size in the analysis, which was generally low.
When we controlled for variation in class size in the analysis of differences among the groups, however, the results were the same as without the covariate.
The column titled "iteration" includes the number of randomization steps (and hence increased data size) in the analysis of duplication dynamics.
Each window size in the analysis should therefore not be considered as analyzing the exact number of genes of the window size but as a relative measure considering more genes on average as the window size increases.
Because of the comparable size of the graphene island to the Raman laser spot, it is also necessary to consider the effect of laser spot size in the analysis.
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