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Size-and-shape preserving random effect (phase functions) under Prior Model 2: γcan = γcur ◦ ˜γ, where p(˜γ) ∼ Dirichlet(αt)

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Probabilistic size-and-shape functional mixed models

stat.ME · 2024-11-27 · conditional · novelty 6.0

A Bayesian mixed model using norm-preserving phase actions can recover the size-and-shape, rather than the exact values, of a population-level function from noisy, misaligned functional data.

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  • Probabilistic size-and-shape functional mixed models stat.ME · 2024-11-27 · conditional · none · ref 5

    A Bayesian mixed model using norm-preserving phase actions can recover the size-and-shape, rather than the exact values, of a population-level function from noisy, misaligned functional data.