Multilevel structured additive regression

Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models

(2012) Fabian Scheipl et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Priors for Bayesian adaptive spline smoothing

(2011) Yu Ryan Yue et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Additive mixed models with Dirichlet process mixture and P-spline priors

(2011) Felix Heinzl et al.   AStA-Advances in Statistical Analysis

Is Economic Growth Associated with Reduction in Child Undernutrition in India?

(2011) Malavika A. Subramanyam et al.   PLOS MEDICINE

Simultaneous Confidence Bands for Penalized Spline Estimators

(2010) Tatyana Krivobokova et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

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

Simultaneous selection of variables and smoothing parameters in structured additive regression models

(2008) Christiane Belitz et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Variable Selection and Model Averaging in Semiparametric Overdispersed Generalized Linear Models

(2008) Remy Cottet et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Improved auxiliary mixture sampling for hierarchical models of non-Gaussian data

(2008) Sylvia Frühwirth-Schnatter et al.   STATISTICS AND COMPUTING

Bayesian identification, selection and estimation of semiparametric functions in high-dimensional additive models

(2007) Anastasios Panagiotelis et al.   JOURNAL OF ECONOMETRICS