Resampling Techniques for Estimating the Distribution of Descriptive Statistics of Functional Data

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Resampling Techniques for Estimating the Distribution of Descriptive Statistics of Functional Data

Re-sampling methods for estimating the distribution of descriptive statistics of functional data are considered. Through Monte-Carlo simulations, we compare the performance of several re-sampling methods commonly used for estimating the distribution of descriptive statistics. We introduce two re-sampling methods that rely on functional principal component analysis, where the scores were randoml...

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ژورنال

عنوان ژورنال: Communications in Statistics - Simulation and Computation

سال: 2014

ISSN: 0361-0918,1532-4141

DOI: 10.1080/03610918.2013.788703