Penalty parameter selection and asymmetry corrections to Laplace approximations in Bayesian P-splines models

Laplacian‐P‐splines for Bayesian inference in the mixture cure model

(2022) Oswaldo Gressani et al.   STATISTICS IN MEDICINE

EpiLPS: A fast and flexible Bayesian tool for estimation of the time-varying reproduction number

(2022) Oswaldo Gressani et al.   PLoS Computational Biology

Fast Bayesian inference using Laplace approximations in nonparametric double additive location-scale models with right- and interval-censored data

(2021) Philippe Lambert   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Laplace approximations for fast Bayesian inference in generalized additive models based on P-splines

(2020) Oswaldo Gressani et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Fast Bayesian inference using Laplace approximations in a flexible promotion time cure model based on P-splines

(2018) Oswaldo Gressani et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Estimation and identification issues in the promotion time cure model when the same covariates influence long- and short-term survival

(2018) Philippe Lambert et al.   BIOMETRICAL JOURNAL

Improved Laplace approximation for marginal likelihoods

(2016) Erlis Ruli et al.   Electronic Journal of Statistics

Improving the INLA approach for approximate Bayesian inference for latent Gaussian models

(2015) Egil Ferkingstad et al.   Electronic Journal of Statistics

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Bayesian density estimation from grouped continuous data

(2008) Philippe Lambert et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS