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where each component is generated from the distribution.
The state noise vector q t at every snapshot is generated from the distribution ({mathbf {q}}_{t}sim {mathcal {N}}({mathbf {0}}_{N},{mathbf {Q}})).
Before evaluating simulated data from the network model, simulations generated from the distribution itself were tested.
After a new lineage is sampled, or a coalescent event occurs, or a state change occurs, a new number is generated from the distribution (52) and the process is repeated.
Assuming verified COD from VA study is accurate for each COD certified by the official vital registration; correcting factors were generated from the distribution of verified causes in each cause assigned in official mortality records by age group, sex, and region [ 19].
Similar(55)
(The y*'s and x*'s have been generated from the same distribution except that the distribution of the y*'s is shifted δ units to the right).
Random sample pairs of size n X = n Y = 10, 20, 30, 40, 50 were generated from the following distributions: (1) exponential distribution with unit expectation and variance; (2) uniform distribution in [0, 1]; and (3) the standard normal distribution.
Data were generated from the Uniform distribution or varying mixtures of Beta distributions based on the inference regarding the patterns of p-values as described in Section Global tests and Figure 1.
The β's were sampled from the uniform distribution between −1 and 1. Again certain level of noise was generated from the normal distribution and added to the gene expression profiles.
m represents the number of case samples that exhibit a control-like distribution; as m approaches n the proportion of simulated case samples that are generated from the case distribution decreases.
Lifetimes were generated from generalized Weibull with κ=0.5, γ=−0.1 and ρ=0.1, and censoring times were generated from the exponential distribution with rate parameter λ=0.045.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com