26 citations · 58 across the 8 of their papers we have counts for
10 papers
Evaluating probabilities without model risk
Joan del Castillo, Pedro Puig
This article presents methods for estimating extreme probabilities, beyond the range of the observations. These methods are model-free and applicable to almost any sample size. The…
Improving radiation dose estimation using the gamma-H2AX biomarker
Dorota Młynarczyk, Pedro Puig, Carmen Armero +3
To predict the health effects of accidental or therapeutic radiation exposure, one must estimate the radiation dose that person received. A well-known ionising radiation biomarker,…
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…
Bayesian analysis of population health data
Dorota Młynarczyk, Carmen Armero, Virgilio Gómez-Rubio +1
The analysis of population-wide datasets can provide insight on the health status of large populations so that public health officials can make data-driven decisions. The analysis…
Cumulated burden of Covid-19 in Spain from a Bayesian perspective
David Moriña, Amanda Fernández-Fontelo, Alejandra Cabaña +3
The main goal of this work is to estimate the actual number of cases of Covid-19 in Spain in the period 01-31-2020 / 06-01-2020 by Autonomous Communities. Based on these estimates,…
Quantifying the under-reporting of genital warts cases
David Moriña, Amanda Fernández-Fontelo, Alejandra Cabaña +4
Genital warts are a common and highly contagious sexually transmitted disease. They have a large economic burden and affect several aspects of quality of life. Incidence data under…
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…
Testing Universality in Critical Exponents: the Case of Rainfall
Anna Deluca, Pedro Puig, Alvaro Corral
One of the key clues to consider rainfall as a self-organized critical phenomenon is the existence of power-law distributions for rain-event sizes. We have studied the problem of u…
Characterization of count data distributions involving additivity and binomial subsampling
Pedro Puig, Jordi Valero
In this paper we characterize all the -parameter families of count distributions (satisfying mild conditions) that are closed under addition and under binomial subsampling. Surp…