1 citations · 1 across the 3 of their papers we have counts for
3 papers
Bayesian Benefit-Risk Assessment with Dependent Outcomes via Latent Factor Models
Konstantinos Vamvourellis, Konstantinos Kalogeropoulos, Lawrence Phillips
Approving and assessing new drugs is complex because multiple criteria must be considered simultaneously. A common approach is benefit-risk analysis, often conducted within a Bayes…
Sequential Bayesian Inference for Factor Analysis
Konstantinos Vamvourellis, Konstantinos Kalogeropoulos, Irini Moustaki
We develop an efficient Bayesian sequential inference framework for factor analysis models observed via various data types, such as continuous, binary and ordinal data. In the cont…
Model Assessment for a Generalised Bayesian Structural Equation Model
Konstantinos Vamvourellis, Konstantinos Kalogeropoulos, Irini Moustaki
The paper proposes a novel model assessment paradigm aiming to address shortcoming of posterior predictive values, which provide the default metric of fit for Bayesian structur…