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Such a multiplicity may be explained by different factors, among them, diversity of statistical techniques and data size constraints.
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In this special case, data causality and buffer size constraints at the sources (Equations 4 and 5) and at the relay (Equation 3h) are not present.
Data size as well as constraints on the maximal number of parents per node can lead the MCMC simulation to stay in a restricted area of model space for a long time.
These formats need to account for large data sizes and the constraints imposed by different computer architectures.
The experimental results obtained from our laboratory evaluations represent that the throughputs of SIM-DAM can achieve a high-level performance with different input data sizes without the constraints of the memories' spaces.
When it is required to control under the communication rate constraint, the data size of signal should be minimized appropriately by quantization.
RQA is a technique for detecting changes in the states of a dynamical systems that does not need any a priori constraint on data size, stationarity, and statistical distribution [32].
However, design of the static quantizer part has not been considered though it is also important to satisfy constraint of the data size.
Sampling approaches are computationally expensive (and usually scale poorly with respect to the data size), so we relax the factor analysis constraint and simply use a (finite) GMM.
Depending on cost and size constraints, the hardware may not be installed but instead connected to the circuit only when data collection actually is required.
data size: size(d).
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