39 citations · 140 across the 29 of their papers we have counts for
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stat.AP2016★ 2 cited
Bayesian Nonparametric Modelling of Joint Gap Time Distributions for Recurrent Event Data
Marta Tallarita, Maria De Iorio, Alessandra Guglielmi +1
We propose autoregressive Bayesian semi-parametric models for waiting times between recurrent events. The aim is two-fold: inference on the effect of possibly time-varying covariat…
stat.ME2016★ 39 cited
Bayesian inference for multiple Gaussian graphical models with application to metabolic association networks
Linda S. L. Tan, Ajay Jasra, Maria De Iorio +1
We investigate the effect of cadmium (a toxic environmental pollutant) on the correlation structure of a number of urinary metabolites using Gaussian graphical models (GGMs). The i…