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Inference for generalized additive mixed models via penalized marginal likelihood

Published 23 Jan 2025 in stat.ME | (2501.13797v2)

Abstract: The Laplace approximation is sometimes not sufficiently accurate for smoothing parameter estimation in generalized additive mixed models. A novel estimation strategy is proposed that solves this problem and leads to estimates exhibiting the correct statistical properties.

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