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Results: 3
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Dissimilarity for functional data clustering based on smoothing parameter commutation.
ShengLi Tzeng
,
Christian Hennig
,
Yu-Fen Li
,
Chien-Ju Lin
Oct 03, 2018
Many studies measure the same type of information longitudinally on the same subject at multiple time points, and clustering of such functional data has many important applications. We propose a novel and easy method to...
Clustering
dissimilarity
Functional data
irregular longitudinal data
outliers
smoothing splines
Algorithms
Bias
Cluster Analysis
Data Accuracy
Humans
Longitudinal Studies
Methadone
Opiate substitution treatment
Published by:
View Article
Detecting and Localizing Differences in Functional Time Series Dynamics
S Tavakoli
,
VM Panaretos
Jan 26, 2016
DNA minicircle
Functional data
Inverse problem
Multiple comparisons
Published by:
View Article
Tests for separability in nonparametric covariance operators of random surfaces
JAD Aston
,
D Pigoli
,
S Tavakoli
Aug 01, 2016
Acoustic phonetic data
bootstrap
dimensional reduction
Functional data
partial trace
sparsity
Published by: