21 citations · 29 across the 9 of their papers we have counts for
Showing 2020Show 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★ 21 cited
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…