1 citations · 3 across the 9 of their papers we have counts for
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Flexible joint models for multivariate longitudinal and time-to-event data using multivariate functional principal components
Alexander Volkmann, Nikolaus Umlauf, Sonja Greven
The joint modeling of multiple longitudinal biomarkers together with a time-to-event outcome is a challenging modeling task of continued scientific interest. In particular, the com…
Functional Data Analysis: An Introduction and Recent Developments
Jan Gertheiss, David Rügamer, Bernard X. W. Liew +1
Functional data analysis (FDA) is a statistical framework that allows for the analysis of curves, images, or functions on higher dimensional domains. The goals of FDA, such as desc…
Exploratory functional data analysis of multivariate densities for the identification of agricultural soil contamination by risk elements
Tomáš Matys Grygar, Una Radojičić, Ivana Pavlů +4
Geochemical mapping of risk element concentrations in soils is performed in countries around the world. It results in large datasets of high analytical quality, which can be used t…