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An experimental design technique, followed by a classification of the input variables and a factor analysis were implemented in order to understand the structure, reduce the dimensionality of the data and avoid the overfitting of the neural network.
Site-selection analysis were implemented in PAML4 package [ 78].
Correspondence analysis and enrichment analysis were implemented in R (http://www.r-project.org), and hive plots were made using the HiveR package (http://academic.depauw.edu/∼hanson/HiveR/HiveR.html).
All these studies on spatial cluster analysis were implemented in countries (regions) with much higher population density than that of Australia, which varied among urban, rural and remote areas.
The introductory phases of the Magwali 2012 and Miller 2012 trials included in this analysis were implemented in preparation for a cluster randomized controlled trial (CRCT), a more robust methodology, set in primary health care centers conducted from June 2007 through May 2012.
The three major covariates selected by the multivariate GAM analysis were implemented in NONMEM by estimating their effect on the modeled fraction of the population in the first (or second) subpopulation ($MIX) and further analyzed as described in Table 1 (right part).
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Availability and implementation: The analysis was implemented in R and Python, and source code can be found in Supplementary Data.
Second, only a simple behavioral analysis was implemented in the current study.
To our knowledge, this is the first effort that SNP functional analysis is implemented in a PBA tool for GWAS.
The Bayesian analysis was implemented in MrBayes 2.3 (Ronquist and Huelsenbeck 2003) and was based on the model selected by MODELTEST above.
The progressive fatigue damage and failure analysis is implemented in ABAQUS through user subroutines UMAT (user-defined material) and USDFLD (user-defined field variables).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com