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05/03/2023
Elastic regression for irregularly sampled curves in ℝ^d
We propose regression models for curve-valued responses in two or more d...
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03/20/2022
Elastic Full Procrustes Analysis of Plane Curves via Hermitian Covariance Smoothing
Determining the mean shape of a collection of curves is not a trivial ta...
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10/22/2021
Additive Density-on-Scalar Regression in Bayes Hilbert Spaces with an Application to Gender Economics
Motivated by research on gender identity norms and the distribution of t...
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09/06/2021
Functional additive regression on shape and form manifolds of planar curves
Defining shape and form as equivalence classes under translation, rotati...
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04/22/2021
Elastic analysis of irregularly or sparsely sampled curves
We provide statistical analysis methods for samples of curves when the i...
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03/11/2021
Multivariate Functional Additive Mixed Models
Multivariate functional data can be intrinsically multivariate like move...
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06/10/2020
A Bayesian Time-Varying Autoregressive Model for Improved Short- and Long-Term Prediction
Motivated by the application to German interest rates, we propose a time...
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09/26/2018