Titlebook: New Advances in Statistics and Data Science; Ding-Geng Chen,Zhezhen Jin,Yichuan Zhao Book 2017 The Editor(s) (if applicable) and The Autho

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New Advances in Statistics and Data Science978-3-319-69416-0Series ISSN 2199-0980 Series E-ISSN 2199-0999

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Testing of Multivariate Spline Growth ModelIn this paper we present a new method for testing multivariate growth curves which is based on spline approximation and on F-test. We show how the basic spline regression model can easily be extended to the multiple response case. The method is illustrated using a real data set.

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Ding-Geng Chen,Zhezhen Jin,Yichuan ZhaoPresents timely discussions on methodological developments and real-world applications, with particular respect to big data analytics.Explores new frontiers of statistical modeling and advanced biosta

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Modeling Inter-Trade Durations in the Limit Order Marketto January 10 in 2014. Through the comparison of the in- and out-of-sample performances between the original and extended MSMDs, we find that the extended models fit data better than the original one.