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A finite first-in-first-out (FIFO) data queue is associated to each user, whose output is defined by the physical layer transmit rate R n (t) and whose input is modeled as a random data arrival process A n (t) with expected value E [ A n ( t ) ] = λ n.
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Farthest First is somewhat similar to k-Means, with the difference that the centroids are chosen as follows: It starts with a random data point, and chooses the point farthest from it.
A random data set as well as some practical data sets of Human + Chimpanzee Mitochondrial and Bacteriophage T7 DNAs were used to test the PBBU.
When a request is classified as type i, the proxy forges a random data and sends it to the requesting node and when it is classified as type ii, a remote access to data server is made to receive authentic data, which are then sent to the requesting node.
As a null model, we composed a random data set of 1000 non-orthologous gene pairs drawn from each species pair.
Numerical testing is performed using real as well as random data sets.
Data correlated with the beam spill time as well as random data samples for calibration purposes and events with interesting topology may be selected by the online trigger.
To rule out bias due to averaging the 4 tested CpGs, 3 different variables were used in alternative analyses instead of average LINE-1%5mC: 1) the first CpG; 2) the first and second component from a principal component analysis of the 4 CpG sites; and 3) a mixed effects model using the 4 CpG as the outcome, using the nucleotide order as a random effect (data not shown).
Random forests generates an ensemble of trees by treating the tree parameters as fixed but the data as random — data and predictors are sampled.
However, in contrast to the situation in which sufficient summary statistics are available, parameter values are not recovered exactly when the H1 model is fitted, as the random data are the outcome of a stochastic sample process.
The data value to be transmitted from a correlator node is selected as 100 plus a random differential data value for each data gathering.
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CEO of Professional Science Editing for Scientists @ prosciediting.com