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In many fields of chemistry and biology research, the routinely produced analytical data are usually of very high dimension. Thus, variable selection is essential to improve the prediction performance of models and to provide a better understanding of the underlying process that generated the data. Indeed, many kinds of methods have been developed for this purpose, and the variable selection method...
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