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A general approach for variable selection with shrinkage priors is proposed.
This paper presents an integrated design approach for variable input-speed servo four-bar linkages.
This method uses a genetic algorithm approach for variable selection coupled to a MLHD functions classifier.
A multilevel approach for variable selection for this study was used to understand how multiple levels in society can have an impact on former smoking.
The Random Forest procedure [ 18- 20], a data mining approach for variable selection and model building, was used to perform a preliminary screening of variables for each BOPH (DEH11, EPI8, HDL and WBC).
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There are other approaches for variable selection based on stepwise methods.
PLS is one of several approaches for variable selection, but it is an open question how it compares to alternative methods in any specific ABC setting.
Because each hospital or patient feature was represented by a set of binary variables, it was thus not appropriate to use the stepwise approach for selecting variables among all these variables.
In this study, we present a novel approach for Input Variable Selection (IVS) that employs Binary-coded discrete Fully Informed Particle Swarm optimization (BFIPS) and Extreme Learning Machines (ELM) to develop fast and accurate IVS algorithms.
An accessible approach for comparing variable specification between two non-nested models is the J-test (Davidson and MacKinnon 1981).
To investigate potential moderators of ES, a Q statistic analog to analysis of variance (ANOVA) for categorical variables and a Q statistic modified weighted regression approach for continuous variables (Lipsey & Wilson, 2001) were computed also through Wilson's SPSS macros ("metaF" and "metaREG," respectively; links to these macros are available at http://www.uam.es/CEACO/sup/AtExogRev2013.htm).es/CEACO/sup/AtExogRev2013.htm
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