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stat.ME 1

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2026 1

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Efficient Longitudinal Function-on-Function Regression

stat.ME · 2026-05-01 · unverdicted · novelty 4.0

A computationally efficient three-step marginal method for longitudinal function-on-function regression that fits pointwise scalar-on-function models, smooths along the bivariate domain, and derives confidence bands to enable valid inference on large functional datasets.

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  • Efficient Longitudinal Function-on-Function Regression stat.ME · 2026-05-01 · unverdicted · none · ref 39

    A computationally efficient three-step marginal method for longitudinal function-on-function regression that fits pointwise scalar-on-function models, smooths along the bivariate domain, and derives confidence bands to enable valid inference on large functional datasets.