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The first method evaluates the contribution of each type of network change mechanisms.
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The first method evaluated the data by measuring the percentage of artifacts.
The second method evaluates a local optimum in an economical way.
The second method evaluates an autocorrelation index between the incidence rates in the geographical units (Moran, 1948; Elliott and Best, 2000).
The second method evaluates the block-entropies of words using the Shannon Wiener method: (2) where n i is the number of words i in a window of size w, l is the number of possible words in a window and k is the alphabet size.
The first method to evaluate population structure was Discriminant Analysis of Principal Components (DAPC) from the adegenet R package [ 65, 66].
Our third method evaluates a discrete sum of values of the Green function, of the type which occur in particle methods.
Historically, over-representation analysis (ORA) was the first method applied, which statistically evaluates the fraction of genes (e.g. all significantly over-expressed genes in a certain disease entity) in a particular biochemical pathway and compares it to a background distribution (e.g. all screened genes in the study that are on the same pathway).
OSHA was included because some of the first methods for evaluating risk from multiple chemicals developed in the field of occupational health.
As the simulation time is long, performing thousands of simulations as the first method in order to evaluate the mean and variance of estimated parameters is impractical.
In the first method, the system performance is evaluated off-line for different rates/powers, and the appropriate parameters are collected in a table which is used during data transmission.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com