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(d) The fourth approach is by applying a parametric representation of fuzzy numbers.
Due to a high zero consumption for some product groups, we modified the QUAIDS using Shonkwiler and Yen's approach ([1999]) (for application see e.g., Thiele [2008]; Tafere et al. [2010]) and corrected for possible heteroscedasticity by applying a parametric bootstrap.
In the base case analysis, the CV mortality risk for patients who received SoC alone was estimated by applying a parametric survival regression model on the mortality data of the full SHIFT cohort.
Initial reference models were generated by applying a parametric model of the microtubule (Chrétien and Wade, 1991) to PDB models of the no-nucleotide kinesin-microtubule complex (Sindelar and Downing, 2007), converting the atomic coordinates to EM density using the SPIDER package (Frank et al., 1996), and applying a low-pass filter with a 20 Å cutoff frequency.
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To provide a model comparison, we have also studied labour market transitions by applying a traditional parametric MNL model.
Numerical results are compared with those obtained by applying a classical parametric approach to demonstrate the efficiency of the proposed methodology.
In the decorrelated transformation domain, the distributions of reverberant supervectors are equalized to match the a priori clean speech distribution by applying a non-parametric histogram equalization-based approach [21].
A simultaneous estimation of the S N curve and its scatter is achieved by applying a two-parametric Weibull distribution to describe the scatter of a number of load cycles to failure at an arbitrary amplitude stress level.
We searched for QTL linked to these metaphenotypes by applying a non-parametric linkage test at every marker position, as previously described [ 58].
Like in the case of MeDiChI, the likelihood of an enrichment event to match the trained kernel is related to the ChIP-seq background and is estimated by applying a non-parametric bootstrap approach [ 15].
As Jacobs et al. mention, advocates of DEA would argue that the problems of providing a prior specification of functional form can be avoided by applying a non-parametric technique.
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