121 citations · 197 across the 18 of their papers we have counts for
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stat.ME2018★ 13 cited
A General Framework for Multivariate Functional Principal Component Analysis of Amplitude and Phase Variation
Clara Happ, Fabian Scheipl, Alice-Agnes Gabriel +1
Functional data typically contains amplitude and phase variation. In many data situations, phase variation is treated as a nuisance effect and is removed during preprocessing, alth…
stat.CO2018★ 4 cited
pammtools: Piece-wise exponential Additive Mixed Modeling tools
Johannes Piller, Fabian Scheipl, Philipp Kopper +1
Piecewise exponential additive mixed models (PAMMs) provide a flexible framework for analyzing censored and truncated time-to-event data, bridging classical hazard-based modeling w…