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most citedUsing the Softplus Function to Construct Alternative Link Functions in Generalized Linear Models and Beyond

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stat.ME2024

Bayesian Penalized Transformation Models: Structured Additive Location-Scale Regression for Arbitrary Conditional Distributions

Johannes Brachem, Paul F. V. Wiemann, Thomas Kneib

Penalized transformation models (PTMs) are a semiparametric location-scale regression family that estimate a response's conditional distribution directly from the data, and model t…