Regression Density Estimation With Variational Methods and Stochastic Approximation

Explaining Variational Approximations

(2010) J. T. Ormerod et al.   AMERICAN STATISTICIAN

Approximation of conditional densities by smooth mixtures of regressions

(2010) Andriy Norets   ANNALS OF STATISTICS

Flexible modeling of conditional distributions using smooth mixtures of asymmetric student t densities

(2010) Feng Li et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Variational Inference for Large-Scale Models of Discrete Choice

(2010) Michael Braun et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A new variational Bayesian algorithm with application to human mobility pattern modeling

(2010) Burton Wu et al.   STATISTICS AND COMPUTING

Regression density estimation using smooth adaptive Gaussian mixtures

(2009) Mattias Villani et al.   JOURNAL OF ECONOMETRICS

Locally Adaptive Nonparametric Binary Regression

(2008) Sally A Wood et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS