26 citations · 58 across the 8 of their papers we have counts for
3 papers · 1 filter
Analysis of zero inflated dichotomous variables from a Bayesian perspective: Application to occupational health
David Moriña, Pedro Puig, Albert Navarro
This work proposes a new methodology to fit zero inflated Bernoulli data from a Bayesian approach, able to distinguish between two potential sources of zeros (structurals and non-s…
Bayesian Synthetic Likelihood Estimation for Underreported Non-Stationary Time Series: Covid-19 Incidence in Spain
David Moriña, Amanda Fernández-Fontelo, Alejandra Cabaña +2
The problem of dealing with misreported data is very common in a wide range of contexts for different reasons. The current situation caused by the Covid-19 worldwide pandemic is a…
New statistical model for misreported data with application to current public health challenges
David Moriña, Amanda Fernández-Fontelo, Alejandra Cabaña +1
The main goal of this work is to present a new model able to deal with potentially misreported continuous time series. The proposed model is able to handle the autocorrelation stru…