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Other variables were calculated values such as axon and dendritic Sholl lengths, convex hull analysis, and fractal analysis.
Dose response data sets that were not modeled successfully failed for a variety of reasons, including poorly modeled variance, goodness of fit p-test values < 0.05, or a lack of confidence in calculated values, such as by having a BMDL higher than highest dose or a BMD/BMDL ratio > 20 (see Supplemental Material, Figure S8).
The calculated values, such as the grid min and max, can be retrieved with get_int_unc ("ahelp get_int_unc").
The calculated values, such as the grid min and max, can be retrieved with get_int_proj ("ahelp get_int_proj").
The calculated values, such as the grid min and max, can be retrieved with get_reg_proj ("ahelp get_reg_proj").
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Once a model has been specified, generic software packages can be used to compute/simulate a posterior distribution given the data and to calculate values such as the Bayes factors to rank proteins/genes.
Such calculated values are in good agreement with the experimental Tpv values.
Equation 4 compares model Wj against model Wi, and any calculated value is interpreted such that model j is X times more likely than model i to be the 'best' in the set (Burnham and Anderson 2002).
More precisely, for each dimension d ∈ {1, 2,..., n}, we calculate values, ∈ ℤ such that is small, where X d is the d-th component of the random vector X.
The data obtained were manipulated, to calculate statistical values such as means and standard deviations (SD) using Microsoft Excel Microsoft Inc.., Redmond, WA, USA).
Method 3: By applying machine learning techniques to calculate likelihood values such as Bayesian prioritisation procedure [43] and fuzzy preference [44, 45] on incomplete data sets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com