Based on the location of points on the plots in relation to the fitted straight line, one can conclude that the distribution of residuals does not differ significantly from the normal distribution.
For this purpose we used a subset of the top 500 genes with most variable expression after variance stabilizing transformation (which renders the expression values homoscedastic in relation to the fitted expression mean).
As this model includes two highly correlated SNPs, their independent contributions were severely reduced in relation to the model fit (P = 0.02 for each of the two SNPs in a model with P = 9.2 × 10-11).
Many respondents across occupational groupings in the study sample observed that the value and importance of considering information in relation to the organisational fit of an intervention, and the acceptability and feasibility of the intervention to individuals and delivery agents: '…need to assess current practice.
This technique is effectively testing whether the observed data are extreme in relation to the predictive distribution (fitted model).
Identifying the appropriate opinion leaders and change agents in relation to the adoption of the fit note, which currently involves a number of stakeholders outside the medical profession (e.g., DWP, and employers), may be an important step.
Synapse densities in relation to the distance from plaques were fit using one-phase association curves and the best-fit values for the plateaus were compared using F-tests.
Since the algorithm deals with discrete data, the original expression dataset (real numbers) of [ 29] was normalized and quantized into three levels (-1,0,+1): down, basal and up regulated in relation to the reference in order to fit the algorithm (Additional file 2: Table S2 and Additional file 3: Table S3).
Based on Wagner (2000), the rarefaction model or finite-state hypothesis was fitted as: The power function or ordered-states hypothesis was fitted in relation to the constants b and c, as: All statistical analyses were conducted in R (R Development Core Team, 2010) and curves were fitted to the data using the nls function of R core.
Several fittings indicated a good correlation between equilibrium and non-equilibrium conditions for all tissues, except the kidneys (Figure 6), thereby proving the insensitivity of the slope fitting in relation to the manual selection of the data points.
