Clustering and variable selection in the presence of mixed variable types and missing data

Multiple Imputation of Missing Categorical and Continuous Values via Bayesian Mixture Models With Local Dependence

(2016) Jared S. Murray et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variable selection for model-based clustering using the integrated complete-data likelihood

(2016) Matthieu Marbac et al.   STATISTICS AND COMPUTING

Model based clustering for mixed data: clustMD

(2016) Damien McParland et al.   Advances in Data Analysis and Classification

Calibration of Computational Models With Categorical Parameters and Correlated Outputs via Bayesian Smoothing Spline ANOVA

(2015) Curtis B. Storlie et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayesian clustering of replicated time-course gene expression data with weak signals

(2013) Audrey Qiuyan Fu et al.   Annals of Applied Statistics

How to find an appropriate clustering for mixed-type variables with application to socio-economic stratification

(2013) Christian Hennig et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Simplex Factor Models for Multivariate Unordered Categorical Data

(2012) Anirban Bhattacharya et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Nonparametric Bayes Conditional Distribution Modeling With Variable Selection

(2010) Yeonseung Chung et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Framework for Feature Selection in Clustering

(2010) Daniela M. Witten et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variable Selection for Clustering with Gaussian Mixture Models

(2009) Cathy Maugis et al.   BIOMETRICS

Variable Selection in Bayesian Smoothing Spline ANOVA Models: Application to Deterministic Computer Codes

(2009) Brian J. Reich et al.   TECHNOMETRICS

Bayesian analysis of multivariate nominal measures using multivariate multinomial probit models

(2008) Xiao Zhang et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Properties of the singular, inverse and generalized inverse partitioned Wishart distributions

(2008) Taras Bodnar et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Variable Selection for Model-Based High-Dimensional Clustering and Its Application to Microarray Data

(2007) Sijian Wang et al.   BIOMETRICS