Showing stat.MEShow all
2 papers · 1 filter
stat.ME2020
Fast Bayesian Inference in Nonparametric Double Additive Location-Scale Models With Right- and Interval-Censored Data
Philippe Lambert
Penalized B-splines are routinely used in additive models to describe smooth changes in a response with quantitative covariates. It is typically done through the conditional mean i…
stat.ME2020
Laplace approximation for fast Bayesian inference in generalized additive models based on penalized regression splines
Oswaldo Gressani, Philippe Lambert
Generalized additive models (GAMs) are a well-established statistical tool for modeling complex nonlinear relationships between covariates and a response assumed to have a conditio…