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  • Search: subject:"Phase variability"
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Year of publication
Subject
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Amplitude variability 2 Functional data analysis 2 Phase variability 2 Alignment 1 Function alignment 1 Function principal component analysis 1 Generative model 1 Registration 1 Synchronization 1 Warping 1
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Undetermined 2
Type of publication
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Article 2
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Undetermined 2
Author
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Srivastava, Anuj 1 Tucker, J. Derek 1 Vantini, Simone 1 Wu, Wei 1
Published in...
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Computational Statistics & Data Analysis 1 TEST: An Official Journal of the Spanish Society of Statistics and Operations Research 1
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RePEc 2
Showing 1 - 2 of 2
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Generative models for functional data using phase and amplitude separation
Tucker, J. Derek; Wu, Wei; Srivastava, Anuj - In: Computational Statistics & Data Analysis 61 (2013) C, pp. 50-66
methods often ignore the phase variability and focus solely on the amplitude variation, using cross-sectional techniques such … as fPCA for dimensional reduction and data modeling. Ignoring phase variability leads to a loss of structure in the data …
Persistent link: https://www.econbiz.de/10010617232
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Cover Image
On the definition of phase and amplitude variability in functional data analysis
Vantini, Simone - In: TEST: An Official Journal of the Spanish Society of … 21 (2012) 4, pp. 676-696
index turns out to be useful in practical situations for measuring to what extent phase variability affects the data and for …
Persistent link: https://www.econbiz.de/10010994304
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