Application of depth methods to functional data provides new tools of analysis, in particular an\ud ordering of curves from the center outwards. Two specific depth definitions are band depth and\ud half-region. Another research area is local depth aimed to identify multiple centers and dense sub-\ud sets of the space. In this work we suggest local versions for both band and half-region depth and\ud illustrate an application with real data
A multivariate depth for functional data is defined and studied. By the multivariate nature and by i...
In this paper, we address the problem of getting order statistics for georeferenced functional data ...
Functional data are becoming increasingly available and tractable because of the last technological...
Application of depth methods to functional data provides new tools of analysis, in particular an or...
A new definition of depth for functional observations is introduced based on the notion of "half-reg...
A new definition of depth for functional observations is introduced based on the notion of “half-reg...
A recent and highly attractive area of research in statistics is the analysis of functional data. In...
A data depth measures the centrality of a point with respect to an empirical distribution. Postulate...
We propose robust inference tools for functional data based on the notion of depth for curves. We ex...
In this paper we introduce a depth measure for geostatistical functional data. The aim is to provid...
The statistical analysis of functional data is a growing need in many research areas. We propose a n...
A multivariate depth for functional data is defined and studied. By the multivariate nature and by i...
In this paper, we address the problem of getting order statistics for georeferenced functional data ...
Functional data are becoming increasingly available and tractable because of the last technological...
Application of depth methods to functional data provides new tools of analysis, in particular an or...
A new definition of depth for functional observations is introduced based on the notion of "half-reg...
A new definition of depth for functional observations is introduced based on the notion of “half-reg...
A recent and highly attractive area of research in statistics is the analysis of functional data. In...
A data depth measures the centrality of a point with respect to an empirical distribution. Postulate...
We propose robust inference tools for functional data based on the notion of depth for curves. We ex...
In this paper we introduce a depth measure for geostatistical functional data. The aim is to provid...
The statistical analysis of functional data is a growing need in many research areas. We propose a n...
A multivariate depth for functional data is defined and studied. By the multivariate nature and by i...
In this paper, we address the problem of getting order statistics for georeferenced functional data ...
Functional data are becoming increasingly available and tractable because of the last technological...