Cluster analysis with regression of non‐Gaussian functional data on covariates

Cluster analysis with functional data often imposes normality assumptions on outcomes and is typically carried out without covariates or supervision. However, nonnormal functional data are frequently encountered in practice, and unsupervised learning, without directly tying covariates to clusters, o...

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Veröffentlicht in:	Canadian journal of statistics 2022-03, Vol.50 (1), p.221-240
Hauptverfasser:	Jiang, Jiakun, Lin, Huazhen, Peng, Heng, Fan, Gang‐Zhi, Li, Yi
Format:	Artikel
Sprache:	eng
Schlagworte:	Cluster analysis Clustering Convergence Data analysis Estimation Flexibility functional data Housing Housing market Learning longitudinal data Normality Regression analysis Regression models semiparametric transformation functional regression Simulation Statistical methods supervised learning Transformation Transformations (mathematics)
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