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For continuous features, the kernel density estimation [KDE; the estimate is implemented by MATLAB's "ksdensity" function, using a normal kernel function and a window parameter (bandwidth) that is a function of the number of points in the sample] [ 49] is employed to acquire the empirical probability density function f (x|E) for essential genes and f x | E ¯ for non-essential genes [ 49].
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Survival models using Kaplan-Meier (Williams, 1995) estimates were implemented using SUDAAN SUDAAN Statistical Software Centree, 2008).
A simulation study to assess the effects of collinearity on effect estimates was implemented by repeatedly (10,000 times) simulating data sets and fitting our final model.
The concepts used by the decision support modules (patient data, risks estimates) are implemented in JAVA classes; these classes encapsulate relational databases with SQL queries and generate with the results HTML pages by using Active Server Pages technology.
The estimating procedure is implemented by solving an LMI.
First, an ideal DFHMM (iDFHMM) with the accurate factorial states, instead of their estimated counterparts, is implemented by computing the embeddings and the meta-states of the separate (unmixed) speakers.
The process of estimating the occlusion state is implemented with only three-dimensional (3D) information.
A K-nearest-neighbourhood algorithm is implemented to estimate similarity.
For the purpose of obtaining optimal slip parameters, residue calculation is implemented to estimate fitting accuracy.
Additionally, a high-gain observer is implemented to estimate the unmeasurable system state.
A probabilistic finite element model is implemented to estimate microstructurally small fatigue crack growth in bridge steel welds.
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