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The population model specifies the relationship among parameters before consideration of the data; it may be that conditioning on the data induces a correlation among components initially specified as independent.
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Tufte notes that, "graphical displays should show the data, induce the viewer to think about the substance rather than about methodology, graphic design, the technology of graphic production, or something else, avoid distorting what the data have to say and encourage the eye to compare different pieces of data" (p. 13) (Mulrow, 2002).
Moreover, any "scatter" of the data induced by a measurement technology less accurate than a central laboratory analyzer would serve to "dampen" the signal of the association of hypoglycemia and mortality in this population.
Relying on the precoding scheme at the transmitters, the autocorrelation matrix of the received data induces a structure relating the outer product of the channel frequency response matrix and precoding coefficients.
Recall that for the case of numerical stability we say that a fixed point iteration process is numerically stable if small perturbation in the initial data induces a small influence of the computed value of the fixed point.
In principle, knowing the algorithm and the random seed used to generate a pattern could allow reproduction of the pattern used, but this may prove to be too unreliable for clinical needs, and storage of the raw pattern as part of the imaging data induces little overheard.
This could be related to the quality of the seismic data, induced by the presence of some artifacts, and some reservoir properties.
According to the tail distribution of the strain data induced by vehicle loads, four homothetic distributions are chosen as the parent distributions, from which lots of random samples are generated by the Monte Carlo method.
The script used to create the simulation data, induce missing data and perform multiple imputations and regression analyses can be obtained from the authors.
The gene expression data induced by the sulfide are available in the online Supporting Information.
Med alone induced significant caspase-3/7 activity in all cell types while TRAIL in agreement with the flow-cytometry data induced minimal caspase activation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com