From multivariate to functional data analysis : fundamentals, recent developments, and emerging areas

Functional data analysis (FDA), which is a branch of statistics on modeling infinite dimensional random vectors resided in functional spaces, has become a major research area for Journal of Multivariate Analysis. We review some fundamental concepts of FDA, their origins and connections from multivar...

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Veröffentlicht in:	Journal of multivariate analysis. - 1998. - 188(2022) vom: 19. März
1. Verfasser:	Li, Yehua (VerfasserIn)
Weitere Verfasser:	Qiu, Yumou, Xu, Yuhang
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2022
Zugriff auf das übergeordnete Werk:	Journal of multivariate analysis
Schlagworte:	Journal Article Functional data analysis High-dimensional statistics Multi-level modeling Spatial dependence