Of the 14 groupings of items into dimensions, 2 dimensions, i.e. dimensions 7 " Organizational learning c ontinuous improvement" and 9 " Staffing" in all samples and dimension 1 " Communication openness" in the total and hospital care samples fell short of an adequate level of internal consistency, i.e. were below 0.7.
In [110], Shirkhorshidi et al. divided the big data clustering into two categories: single-machine clustering (i.e., sampling and dimension reduction solutions), and multiple-machine clustering (parallel and MapReduce solutions).
This means that traditional reduction solutions can also be used in the big data age because the complexity and memory space needed for the process of data analysis will be decreased by using sampling and dimension reduction methods.
We are also able to deal with data set of few samples and high dimensions and thus weakening the disadvantages caused by the so-called curse-of-dimensionality problem [ 16].
The estimated marginal effect of sample size and dimension in our study may help policy-makers to compare the results of different studies with different sample sizes and dimensions in the country.
The natural draw ratio without elastic components and void formation was found to be dependent on the molecular weight of samples and the dimension of their specimens.
The associations between sample size and dimension and the estimated efficiency scores are in line with previous studies [ 6, 16].
The expression values depicted in the heatmap were converted to Z-scores and ordered in the sample and gene dimensions according to the dendograms produced by the clustering procedure.
In this function, both the sample and gene dimensions were clustered.
Thus, once the sample was mounted it was possible to know the position of the beam on the sample, and the dimensions of the sample and PDI region with reference to the virtual motors which translated the sample.
