Application of distance standard deviation in functional data analysis

This paper concerns the measurement and testing of equality of variability of functional data. We apply the distance standard deviation constructed based on distance correlation, which was recently introduced as a measure of spread. For functional data, the distance standard deviation seems to measu...

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Bibliographic Details
Published in:	Advances in data analysis and classification Vol. 18; no. 2; pp. 431 - 454
Main Authors:	Krzyśko, Mirosław, Smaga, Łukasz
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2024 Springer Nature B.V
Subjects:	Chemistry and Earth Sciences Computer Science Data analysis Data Mining and Knowledge Discovery Economics Equality Finance Health Sciences Humanities Hypotheses Hypothesis testing Insurance Investigations Law Management Mathematics and Statistics Medicine Original Article Permutations Physics Quality control Random variables Real numbers Simulation Standard deviation Statistical inference Statistical Theory and Methods Statistics Statistics for Business Statistics for Engineering Statistics for Life Sciences Statistics for Social Sciences Time series Variability measure 62H15 62R10 Distance correlation Projection correlation Standard deviation Functional data analysis
ISSN:	1862-5347, 1862-5355
Online Access:	Get full text
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