194 citations · 328 across the 12 of their papers we have counts for
5 papers · 1 filter
Bayesian Nonparametric Vector Autoregressive Models via a Logit Stick-breaking Prior: an Application to Child Obesity
Mario Beraha, Alessandra Guglielmi, Fernando A. Quintana +3
Overweight and obesity in adults are known to be associated with risks of metabolic and cardiovascular diseases. Because obesity is an epidemic, increasingly affecting children, it…
Predictions Based on the Clustering of Heterogeneous Functions via Shape and Subject-Specific Covariates
Garritt L. Page, Fernando A. Quintana
We consider a study of players employed by teams who are members of the National Basketball Association where units of observation are functional curves that are realizations of pr…
Multivariate Bayesian semiparametric models for authentication of food and beverages
Luis Gutiérrez, Fernando A. Quintana
Food and beverage authentication is the process by which foods or beverages are verified as complying with its label description, for example, verifying if the denomination of orig…
Bayesian semiparametric inference for multivariate doubly-interval-censored data
Alejandro Jara, Emmanuel Lesaffre, Maria De Iorio +1
Based on a data set obtained in a dental longitudinal study, conducted in Flanders (Belgium), the joint time to caries distribution of permanent first molars was modeled as a funct…
Random-set methods identify distinct aspects of the enrichment signal in gene-set analysis
Michael A. Newton, Fernando A. Quintana, Johan A. den Boon +2
A prespecified set of genes may be enriched, to varying degrees, for genes that have altered expression levels relative to two or more states of a cell. Knowing the enrichment of g…