Related references
Note: Only part of the references are listed.Bayesian partial linear model for skewed longitudinal data
Yuanyuan Tang et al.
BIOSTATISTICS (2015)
Bayesian quantile regression for partially linear additive models
Yuao Hu et al.
STATISTICS AND COMPUTING (2015)
Bayesian nonparametric regression with varying residual density
Debdeep Pati et al.
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS (2014)
Variational inferences for partially linear additive models with variable selection
Kaifeng Zhao et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2014)
Quantile regression estimation of partially linear additive models
Tadao Hoshino
JOURNAL OF NONPARAMETRIC STATISTICS (2014)
A Bayesian Nonparametric Approach for Time Series Clustering
Luis E. Nieto-Barajas et al.
BAYESIAN ANALYSIS (2014)
Conjugate priors and variable selection for Bayesian quantile regression
Rahim Alhamzawi et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2013)
Posterior consistency in conditional distribution estimation
Debdeep Pati et al.
JOURNAL OF MULTIVARIATE ANALYSIS (2013)
Bayesian semiparametric additive quantile regression
Elisabeth Waldmann et al.
STATISTICAL MODELLING (2013)
Bayesian variable selection in quantile regression
Cathy W. S. Chen et al.
Statistics and Its Interface (2013)
Posterior Consistency of Bayesian Quantile Regression Based on the Misspecified Asymmetric Laplace Density
Karthik Sriram et al.
BAYESIAN ANALYSIS (2013)
A Time Series Model for Responses on the Unit Interval
A. Jara et al.
BAYESIAN ANALYSIS (2013)
Additive mixed models with Dirichlet process mixture and P-spline priors
Felix Heinzl et al.
ASTA-ADVANCES IN STATISTICAL ANALYSIS (2012)
Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models
Fabian Scheipl et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2012)
Bayesian adaptive Lasso quantile regression
Rahim Alhamzawi et al.
STATISTICAL MODELLING (2012)
Simultaneous Linear Quantile Regression: A Semiparametric Bayesian Approach
Surya T. Tokdar et al.
BAYESIAN ANALYSIS (2012)
A Bayesian Semiparametric Temporally-Stratified Proportional Hazards Model with Spatial Frailties
Timothy E. Hanson et al.
BAYESIAN ANALYSIS (2012)
Bayesian inference for additive mixed quantile regression models
Yu Ryan Yue et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2011)
Gibbs sampling methods for Bayesian quantile regression
Hideo Kozumi et al.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2011)
A Bayesian Nonparametric Approach to Inference for Quantile Regression
Matthew A. Taddy et al.
JOURNAL OF BUSINESS & ECONOMIC STATISTICS (2010)
Asymptotic properties of posterior distributions in nonparametric regression with non-Gaussian errors
Taeryon Choi
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS (2009)
A note on the Bayes factor in a semiparametric regression model
Taeryon Choi et al.
JOURNAL OF MULTIVARIATE ANALYSIS (2009)
Bayesian Semiparametric Modelling in Quantile Regression
Athanasios Kottas et al.
SCANDINAVIAN JOURNAL OF STATISTICS (2009)
The Bayesian Lasso
Trevor Park et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2008)
On posterior consistency in nonparametric regression problems
Taeryon Choi et al.
JOURNAL OF MULTIVARIATE ANALYSIS (2007)
Convergence rates of posterior distributions for noniid observations
Subhashis Ghosal et al.
ANNALS OF STATISTICS (2007)
Bayesian wavelet estimation of partially linear models
Leming Qu
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2006)
On the multivariate Laplace distribution
T Eltoft et al.
IEEE SIGNAL PROCESSING LETTERS (2006)
Generalized structured additive regression based on Bayesian P-splines
A Brezger et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2006)
Spike and slab variable selection: Frequentist and Bayesian strategies
H Ishwaran et al.
ANNALS OF STATISTICS (2005)
Approximate Bayesian inference for quantiles
DB Dunson et al.
JOURNAL OF NONPARAMETRIC STATISTICS (2005)
Optimal predictive model selection
MM Barbieri et al.
ANNALS OF STATISTICS (2004)
Bayesian quantile inference
EG Tsionas
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2003)
Bayesian growth curves using normal mixtures with nonparametric weights
L Scaccia et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2003)
Marginal likelihood and Bayes factors for Dirichlet process mixture models
S Basu et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2003)
Quantile regression: applications and current research areas
KM Yu et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES D-THE STATISTICIAN (2003)
Quantile regression using RJMCMC algorithm
KM Yu
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2002)
Bayesian quantile regression
KM Yu et al.
STATISTICS & PROBABILITY LETTERS (2001)