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Joint Modelling of Longitudinal Measurements and Time‐to‐Event Outcomes With a Cure Fraction Using Functional Principal Component Analysis

Statistics in Medicine
In studying the association between clinical measurements and time‐to‐event outcomes within a cure model, utilizing repeated observations rather than solely baseline values may lead to more accurate estimation.
Siyuan Guo, Jiajia Zhang, S. Halabi
semanticscholar   +1 more source

Filtrated common functional principal component analysis of multigroup functional data

Annals of Applied Statistics
Local field potentials (LFPs) are signals that measure electrical activities in localized cortical regions and are collected from multiple tetrodes implanted across a patch on the surface of cortex. Hence, they can be treated as multigroup functional data,
Shuhao Jiao, Ron D. Frostig, H. Ombao
semanticscholar   +1 more source

Applying functional principal components to structural topology optimization

International Journal for Numerical Methods in Engineering, 2018
Gianluca Alaimo   +2 more
exaly   +2 more sources

A Quick Decline Method for Forecasting Multiple Wells Using Sparse Functional Principal Component Analysis

Day 2 Thu, March 14, 2024
Accurate production forecasting for multiple wells that have both sparse and irregular measurements concurrently is a challenging task. Type-well analysis is commonly employed to model the average decline behavior of a group of wells from empirical ...
H. Hamdi, E. Zirbes, C. R. Clarkson
semanticscholar   +1 more source

Considerations for the use of functional principal components analysis in sports biomechanics: examples from on-water rowing

Sports Biomechanics, 2019
J. Warmenhoven   +5 more
semanticscholar   +1 more source

Bivariate functional principal components analysis: considerations for use with multivariate movement signatures in sports biomechanics

Sports Biomechanics, 2019
J. Warmenhoven   +5 more
semanticscholar   +1 more source

Robust Functional Principal Component Analysis Based on a New Regression Framework

Journal of Agricultural Biological and Environmental Statistics, 2022
Haolun Shi, Jiguo Cao
semanticscholar   +1 more source

Robust functional principal components for sparse longitudinal data

Metron, 2021
Graciela Boente, Matias Salibian-Barrera
exaly  

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