Titlebook: Big and Complex Data Analysis; Methodologies and Ap S. Ejaz Ahmed Book 2017 Springer International Publishing AG 2017 big data analysis.com

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Two-Point Boundary Value Problems,direct application of the regularization methods tends to fail in terms of model selection consistency due to the possible spurious correlations among predictors. Motivated by the ideas of screening (Fan and Lv, J R Stat Soc Ser B Stat Methodol 70:849–911, 2008) and retention (Weng et al, Manuscript

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Pamela Hussey,Margaret Ann Kennedyne common task to collect and analyze big data is to monitor the longitudinal performance/status of the related processes. To this end, statistical process control (SPC) charts could be a useful tool, although conventional SPC charts need to be modified properly in some cases. In this paper, we intr

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