List of works - Christel Faes

A dynamic spatio-temporal model to investigate the effect of cattle movements on the spread of bluetongue BTV-8 in Belgium

scientific article

Analysing the composition of outpatient antibiotic use: a tutorial on compositional data analysis

scientific article

Analysis of cross-over designs with serial correlation within periods using semi-parametric mixed models

scientific article published on 01 December 2008

Animal Ownership and Touching Enrich the Context of Social Contacts Relevant to the Spread of Human Infectious Diseases

scientific article

Application of penalized splines in analyzing neuronal data

scientific article

Application of semiparametric mixed models and simultaneous confidence bands in a cardiovascular safety experiment with longitudinal data

scientific article

Assessing neural activity related to decision-making through flexible odds ratio curves and their derivatives.

scientific article published on 24 March 2011

Bayesian model selection methods in modeling small area colon cancer incidence

scientific article

Bayesian multi-scale modeling for aggregated disease mapping data.

scientific article

Bayesian pooling versus sequential integration of small preclinical trials: a comparison within linear and nonlinear modeling frameworks

scientific article published on 18 June 2020

Bluetongue surveillance system in Belgium: a stochastic evaluation of its risk-based approach effectiveness.

scientific article published on 12 August 2013

Chronic exposure of mice to environmentally relevant, low doses of cadmium leads to early renal damage, not predicted by blood or urine cadmium levels.

scientific article published on 24 October 2006

Comparing INLA and OpenBUGS for hierarchical Poisson modeling in disease mapping

scientific article published on July 2015

Correction: Animal Ownership and Touching Enrich the Context of Social Contacts Relevant to the Spread of Human Infectious Diseases

scientific article published on 3 February 2016

Disease Mapping of Zero-excessive Mesothelioma Data in Flanders

scientific article (publication date: November 2016)

Does air pollution trigger infant mortality in Western Europe? A case-crossover study.

scientific article

Effect of pH on the stability of kidney injury molecule 1 (KIM-1) and on the accuracy of its measurement in human urine

article

Eight years of the Great Influenza Survey to monitor influenza-like illness in Flanders

scientific article

Establishing the spread of bluetongue virus at the end of the 2006 epidemic in Belgium.

scientific article published on 4 April 2008

Establishment of reference values for novel urinary biomarkers for renal damage in the healthy population: are age and gender an issue?

scientific article published in September 2013

Estimating herd-specific force of infection by using random-effects models for clustered binary data and monotone fractional polynomials

article

Estimation of the Force of Infection from Current Status Data Using Generalized Linear Mixed Models

article published in 2007

European Surveillance of Antimicrobial Consumption (ESAC): outpatient antibiotic use in Europe (1997-2009).

scientific article

European Surveillance of Antimicrobial Consumption (ESAC): outpatient cephalosporin use in Europe (1997-2009).

scientific article

European Surveillance of Antimicrobial Consumption (ESAC): outpatient macrolide, lincosamide and streptogramin (MLS) use in Europe (1997-2009).

scientific article published in December 2011

European Surveillance of Antimicrobial Consumption (ESAC): outpatient penicillin use in Europe (1997-2009).

scientific article published in December 2011

European Surveillance of Antimicrobial Consumption (ESAC): outpatient quinolone use in Europe (1997-2009).

scientific article published in December 2011

European Surveillance of Antimicrobial Consumption (ESAC): outpatient use of tetracyclines, sulphonamides and trimethoprim, and other antibacterials in Europe (1997-2009).

scientific article published in December 2011

Exploring cattle movements in Belgium.

scientific article published on 16 May 2014

Extensions to Multivariate Space Time Mixture Modeling of Small Area Cancer Data.

scientific article

Factors affecting Bluetongue serotype 8 spread in Northern Europe in 2006: the geographical epidemiology.

scientific article published on 27 December 2012

Flexible modelling of simultaneously interval censored and truncated time-to-event data

scientific article

Handling missingness when modeling the force of infection from clustered seroprevalence data

article by Niel Hens et al published December 2007 in Journal of Agricultural, Biological, and Environmental Statistics

Human salmonellosis: estimation of dose-illness from outbreak data.

scientific article

Impact of Income on Small Area Low Birth Weight Incidence Using Multiscale Models

scientific article published on 10 October 2015

Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data

scientific article published on 30 March 2022

Local influence diagnostics for hierarchical count data models with overdispersion and excess zeros

scientific article

Marginalized models for right-truncated and interval-censored time-to-event data

scientific article published on 27 April 2019

Model Averaging Using Fractional Polynomials to Estimate a Safe Level of Exposure

article

Model averaging in microbial risk assessment using fractional polynomials.

scientific article published on 28 June 2008

Model averaging quantiles from data censored by a limit of detection

scientific article

Modeling overdispersed longitudinal binary data using a combined beta and normal random-effects model.

scientific article

Modeling spatial learning in rats based on Morris water maze experiments.

scientific article published in January 2010

Models for zero-inflated, correlated count data with extra heterogeneity: when is it too complex?

scientific article

Multi-disease analysis of maternal antibody decay using non-linear mixed models accounting for censoring

scientific article published on 24 April 2015

Multiscale measurement error models for aggregated small area health data

scientific article

On the estimation of the reproduction number based on misreported epidemic data

scientific article

On the timing of interventions to preserve hospital capacity: lessons to be learned from the Belgian SARS-CoV-2 pandemic in 2020

scientific article published in 2021

On the use of historical control data in pre-clinical safety studies.

scientific article

Presence of antimicrobial resistance and antimicrobial use in sows are risk factors for antimicrobial resistance in their offspring.

scientific article published on 6 August 2014

Quantitative Microbial Risk Assessment Based on Whole Genome Sequencing Data: Case of Listeria monocytogenes

scientific article published on 11 November 2020

Salmonella in Belgian laying hens: an identification of risk factors.

scientific article published on 24 October 2007

Serological diagnosis of bovine neosporosis: a Bayesian evaluation of two antibody ELISA tests for in vivo diagnosis in purchased and abortion cattle.

scientific article published on 10 April 2015

Space-time variation of respiratory cancers in South Carolina: a flexible multivariate mixture modeling approach to risk estimation.

scientific article published on 31 August 2016

Spatial Distribution of HIV Prevalence among Young People in Mozambique

scientific article published on 31 January 2020

Spatial Modelling to Inform Public Health Based on Health Surveys: Impact of Unsampled Areas at Lower Geographical Scale

scientific article published on 28 January 2020

Spatial mixture multiscale modeling for aggregated health data.

scientific article

Spatially-dependent Bayesian model selection for disease mapping.

scientific article published on January 2016

Spatio-Temporal Bayesian Models for Malaria Risk Using Survey and Health Facility Routine Data in Rwanda

scientific article published in 2023

Spatio-temporal Bayesian model selection for disease mapping.

scientific article published on 28 September 2016

Spatiotemporal Evolution of Ebola Virus Disease at Sub-National Level during the 2014 West Africa Epidemic: Model Scrutiny and Data Meagreness

scientific article

Structural differences in mixing behavior informing the role of asymptomatic infection and testing symptom heritability

scientific article published on 24 December 2016

Testing goodness of fit of parametric models for censored data

scientific article

The bivariate combined model for spatial data analysis

scientific article

The denominator in general practice, a new approach from the Intego database

scientific article published on 17 June 2005

The impact of traffic air pollution on bronchiolitis obliterans syndrome and mortality after lung transplantation

scientific article published on 23 March 2011

Time between Symptom Onset, Hospitalisation and Recovery or Death: Statistical Analysis of Belgian COVID-19 Patients

scientific article published on 17 October 2020

Variation in cancer incidence in northeastern Belgium and southeastern Netherlands seems unrelated to cadmium emission of zinc smelters.

scientific article published in November 2011

List of works by Christel Faes

A dynamic spatio-temporal model to investigate the effect of cattle movements on the spread of bluetongue BTV-8 in Belgium

Analysing the composition of outpatient antibiotic use: a tutorial on compositional data analysis

Analysis of cross-over designs with serial correlation within periods using semi-parametric mixed models

Animal Ownership and Touching Enrich the Context of Social Contacts Relevant to the Spread of Human Infectious Diseases

Application of penalized splines in analyzing neuronal data

Application of semiparametric mixed models and simultaneous confidence bands in a cardiovascular safety experiment with longitudinal data

Assessing neural activity related to decision-making through flexible odds ratio curves and their derivatives.

Bayesian model selection methods in modeling small area colon cancer incidence

Bayesian multi-scale modeling for aggregated disease mapping data.

Bayesian pooling versus sequential integration of small preclinical trials: a comparison within linear and nonlinear modeling frameworks

Bluetongue surveillance system in Belgium: a stochastic evaluation of its risk-based approach effectiveness.

Chronic exposure of mice to environmentally relevant, low doses of cadmium leads to early renal damage, not predicted by blood or urine cadmium levels.

Comparing INLA and OpenBUGS for hierarchical Poisson modeling in disease mapping

Correction: Animal Ownership and Touching Enrich the Context of Social Contacts Relevant to the Spread of Human Infectious Diseases

Disease Mapping of Zero-excessive Mesothelioma Data in Flanders

Does air pollution trigger infant mortality in Western Europe? A case-crossover study.

Effect of pH on the stability of kidney injury molecule 1 (KIM-1) and on the accuracy of its measurement in human urine

Eight years of the Great Influenza Survey to monitor influenza-like illness in Flanders

Establishing the spread of bluetongue virus at the end of the 2006 epidemic in Belgium.

Establishment of reference values for novel urinary biomarkers for renal damage in the healthy population: are age and gender an issue?

Estimating herd-specific force of infection by using random-effects models for clustered binary data and monotone fractional polynomials

Estimation of the Force of Infection from Current Status Data Using Generalized Linear Mixed Models

European Surveillance of Antimicrobial Consumption (ESAC): outpatient antibiotic use in Europe (1997-2009).

European Surveillance of Antimicrobial Consumption (ESAC): outpatient cephalosporin use in Europe (1997-2009).

European Surveillance of Antimicrobial Consumption (ESAC): outpatient macrolide, lincosamide and streptogramin (MLS) use in Europe (1997-2009).

European Surveillance of Antimicrobial Consumption (ESAC): outpatient penicillin use in Europe (1997-2009).

European Surveillance of Antimicrobial Consumption (ESAC): outpatient quinolone use in Europe (1997-2009).

European Surveillance of Antimicrobial Consumption (ESAC): outpatient use of tetracyclines, sulphonamides and trimethoprim, and other antibacterials in Europe (1997-2009).

Exploring cattle movements in Belgium.

Extensions to Multivariate Space Time Mixture Modeling of Small Area Cancer Data.

Factors affecting Bluetongue serotype 8 spread in Northern Europe in 2006: the geographical epidemiology.

Flexible modelling of simultaneously interval censored and truncated time-to-event data

Handling missingness when modeling the force of infection from clustered seroprevalence data

Human salmonellosis: estimation of dose-illness from outbreak data.

Impact of Income on Small Area Low Birth Weight Incidence Using Multiscale Models

Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data

Local influence diagnostics for hierarchical count data models with overdispersion and excess zeros

Marginalized models for right-truncated and interval-censored time-to-event data

Model Averaging Using Fractional Polynomials to Estimate a Safe Level of Exposure

Model averaging in microbial risk assessment using fractional polynomials.

Model averaging quantiles from data censored by a limit of detection

Modeling overdispersed longitudinal binary data using a combined beta and normal random-effects model.

Modeling spatial learning in rats based on Morris water maze experiments.

Models for zero-inflated, correlated count data with extra heterogeneity: when is it too complex?

Multi-disease analysis of maternal antibody decay using non-linear mixed models accounting for censoring

Multiscale measurement error models for aggregated small area health data

On the estimation of the reproduction number based on misreported epidemic data

On the timing of interventions to preserve hospital capacity: lessons to be learned from the Belgian SARS-CoV-2 pandemic in 2020

On the use of historical control data in pre-clinical safety studies.

Presence of antimicrobial resistance and antimicrobial use in sows are risk factors for antimicrobial resistance in their offspring.

Quantitative Microbial Risk Assessment Based on Whole Genome Sequencing Data: Case of Listeria monocytogenes

Salmonella in Belgian laying hens: an identification of risk factors.

Serological diagnosis of bovine neosporosis: a Bayesian evaluation of two antibody ELISA tests for in vivo diagnosis in purchased and abortion cattle.

Space-time variation of respiratory cancers in South Carolina: a flexible multivariate mixture modeling approach to risk estimation.

Spatial Distribution of HIV Prevalence among Young People in Mozambique

Spatial Modelling to Inform Public Health Based on Health Surveys: Impact of Unsampled Areas at Lower Geographical Scale

Spatial mixture multiscale modeling for aggregated health data.

Spatially-dependent Bayesian model selection for disease mapping.

Spatio-Temporal Bayesian Models for Malaria Risk Using Survey and Health Facility Routine Data in Rwanda

Spatio-temporal Bayesian model selection for disease mapping.

Spatiotemporal Evolution of Ebola Virus Disease at Sub-National Level during the 2014 West Africa Epidemic: Model Scrutiny and Data Meagreness

Structural differences in mixing behavior informing the role of asymptomatic infection and testing symptom heritability

Testing goodness of fit of parametric models for censored data

The bivariate combined model for spatial data analysis

The denominator in general practice, a new approach from the Intego database

The impact of traffic air pollution on bronchiolitis obliterans syndrome and mortality after lung transplantation

Time between Symptom Onset, Hospitalisation and Recovery or Death: Statistical Analysis of Belgian COVID-19 Patients

Variation in cancer incidence in northeastern Belgium and southeastern Netherlands seems unrelated to cadmium emission of zinc smelters.