Beyond mean regression

Bayesian semiparametric additive quantile regression

(2013) Elisabeth Waldmann et al.   STATISTICAL MODELLING

Simultaneous estimation of quantile curves using quantile sheets

(2012) Sabine K. Schnabel et al.   AStA-Advances in Statistical Analysis

Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting

(2012) Andreas Mayr et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

A Framework for Unbiased Model Selection Based on Boosting

(2011) Benjamin Hofner et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression

(2011) Nora Fenske et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

On confidence intervals for semiparametric expectile regression

(2011) Fabian Sobotka et al.   STATISTICS AND COMPUTING

Bayesian inference for additive mixed quantile regression models

(2010) Yu Ryan Yue et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Geoadditive expectile regression

(2010) Fabian Sobotka et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Flexible Bayesian quantile regression for independent and clustered data

(2009) Brian J. Reich et al.   BIOSTATISTICS

Optimal expectile smoothing

(2009) Sabine K. Schnabel et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A Bayesian Nonparametric Approach to Inference for Quantile Regression

(2009) Matthew A. Taddy et al.   JOURNAL OF BUSINESS & ECONOMIC 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 Semiparametric Modelling in Quantile Regression

(2009) ATHANASIOS KOTTAS et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Variable Selection and Model Choice in Geoadditive Regression Models

(2008) Thomas Kneib et al.   BIOMETRICS

Assessing value at risk with CARE, the Conditional Autoregressive Expectile models

(2008) Chung-Ming Kuan et al.   JOURNAL OF ECONOMETRICS

Propriety of posteriors in structured additive regression models: Theory and empirical evidence

(2008) Ludwig Fahrmeir et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Variable Selection and Model Averaging in Semiparametric Overdispersed Generalized Linear Models

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

Non-crossing non-parametric estimates of quantile curves

(2008) Holger Dette et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY