We start by separating the data into five random sets containing 20% of the individuals each.
Continuous data provide ample observations, required by ICA, to separate two or more independent neural processes.
Although the synthetic data do not contain toroidal external fields from field aligned currents, we account for the different behavior of the external field with latitudes by separating the vector data in two sets, one for mid-latitudes (−52° to 52° magnetic latitudes), and one for polar regions (>52° and <−52°).
Thus, we use second approach, in which the dual file system generates two separate files by two data entry operators.
The expected level of consistency between the sequence identity and the expression context conservation in a completely consistent set of 1 2 orthologs was calculated by separating the expression context conservation scores into two data sets.
To prove the point that there is no cross-talk between different channels we couple two data pulses, separated by only 100 GHz, simultaneously into the waveguide and measure the waveguide output using a dual channel oscilloscope (Fig. 4c, d).
Theoretically, the variogram (γ(h)) is the expected squared difference between two data values separated by a distance between h according to Gringarten and Deutsch (2001): 2gamma (h) = {text{Var[}}Z u) cdot Z u + h)] = E{ [Z u) cdot Z u + h)]^{2} } (1).
The bias in the abundance within the EST database estimation of the expression level is approximately proportional to the gene length, as shown by the linear regression in Figure 4. Also shown in Figure 4 is the same length bias when the abundance is calculated from the full WormBase EST database [ 30, 31], rather than by the method that separates the data into two developmental stages [ 22].
Storage by each method is demonstrated with up to eight data layers separated by as little as 12 microns.
Data were double entered by separate data clerks.
