Multivariate and regression models for directional data based on projected Pólya trees

Projected Pólya Tree

(2021) Luis Nieto-Barajas et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Characterizing variation of nonparametric random probability measures using the Kullback–Leibler divergence

(2016) J. Watson et al.   STATISTICS

Characterizing variation of nonparametric random probability measures using the Kullback–Leibler divergence

(2016) J. Watson et al.   STATISTICS

Bayesian Nonparametric Models of Circular Variables Based on Dirichlet Process Mixtures of Normal Distributions

(2014) Gabriel Nuñez-Antonio et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Rubbery Polya Tree

(2012) LUIS E. NIETO-BARAJAS et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Directional data analysis under the general projected normal distribution

(2012) Fangpo Wang et al.   Statistical Methodology

Nonparametric Bayesian density estimation on manifolds with applications to planar shapes

(2010) A. Bhattacharya et al.   BIOMETRIKA

Examples of Adaptive MCMC

(2009) Gareth O. Roberts et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Robustifying Generalized Linear Mixed Models Using a New Class of Mixtures of Multivariate Polya Trees

(2009) Alejandro Jara et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS