Public Health Syndromic Surveillance Systems, Infectious Disease Informatics: Syndromic Surveillance for Public Health and BioDefense, pp.9-31, 2010. ,
Comparison of Statistical Algorithms for the Detection of Infectious Disease Outbreaks in Large Multiple Surveillance Systems, PLoS One, vol.11, issue.8, p.27513749, 2016. ,
Outbreak detection through automated surveillance: a review of the determinants of detection, J Biomed Inform, vol.40, issue.4, p.17095301, 2007. ,
A simulation study comparing aberration detection algorithms for syndromic surveillance, BMC Med Inform Decis Mak, vol.7, issue.1, p.17331250, 2007. ,
Algorithms for rapid outbreak detection: a research synthesis, J Biomed Inform, vol.38, issue.2, p.15797000, 2005. ,
Measuring outbreak-detection performance by using controlled feature set simulations, Morb Mortal Wkly Rep, vol.53, pp.130-136, 2004. ,
Simulating Multivariate Syndromic Time Series and Outbreak Signatures, Robert H Smith SSRN Electronic Journal, 2007. ,
,
Framework for evaluating public health surveillance systems for early detection of outbreaks: recommendations from the CDC working group, MMWR Recomm Rep, vol.53, issue.5, p.15129191, 2004. ,
Methods for Algorithm Evaluation. Handbook of, 2006. ,
Deterministic SIR (Susceptible-Infected-Removed) models applied to varicella outbreaks, Epidemiol Infect, vol.136, issue.5, pp.679-87, 2008. ,
Infectious Diseases of Humans-Dynamics and Control, 2005. ,
EpiSimS simulation of a multi-component strategy for pandemic influenza, Proceedings of the 2008 Spring simulation multi-conference, pp.556-63, 2008. ,
A Simulation Optimization Approach to Epidemic Forecasting, PLoS ONE, vol.8, issue.6, p.23826222, 2013. ,
in silico surveillance: evaluating outbreak detection with simulation models, BMC Med Inform Decis Mak, vol.13, issue.1, p.23343523, 2013. ,
A two-component model for counts of infectious diseases, Biostatistics, vol.7, issue.3, pp.422-459, 2006. ,
Using temporal context to improve biosurveillance, Proc Natl Acad Sci, vol.100, issue.4, p.12574522, 2003. ,
Syndromic Surveillance: Is it Worth the Effort?, Chance, vol.17, issue.1, pp.19-24, 2003. ,
Development, adaptation, and assessment of alerting algorithms for biosurveillance, Johns Hopkins APL Technical Digest, vol.24, issue.4, pp.335-377, 2003. ,
An Epidemiological Network Model for Disease Outbreak Detection, PLoS Med, vol.4, issue.6, p.17593895, 2007. ,
A simulation study comparing aberration detection algorithms for syndromic surveillance, BMC Med Inform Decis Mak, vol.7, p.17331250, 2007. ,
Latent Curve Models: A Structural Equation Perspective, 2006. ,
Factor analysis of relative growth, Growth, vol.18, pp.137-180, 1954. ,
Determination of parameters of a functional relation by factor analysis, Psychometrika, vol.23, issue.1, pp.19-23, 1958. ,
, Outbreaks of Norwalk-like viral gastroenteritis-Alaska and Wisconsin, Morb Mortal Wkly Rep, vol.49, issue.10, p.10738840, 2000.
Outbreaks of gastroenteritis associated with noroviruses on cruise ships-United States, MMWR Morb Mortal Wkly Rep, vol.51, issue.49, p.12530708, 2002. ,
Microbe interactions undermine predictions, Science, vol.331, issue.6014, p.21233365, 2011. ,
Modelling in infectious diseases: between haphazard and hazard, Clin Microbiol Infect, vol.19, issue.11, p.23879334, 2013. ,
Molecular, epidemiological, and clinical complexities of predicting patterns of infectious diseases, Front Microbiol, vol.2, p.21687417, 2011. ,
Early efforts in modeling the incubation period of infectious diseases with an acute course of illness, Emerg Themes Epidemiol, vol.4, p.17466070, 2007. ,
Criteria for the use of Sartwell's incubation period model to study chronic diseases with uncertain etiology, J Clin Epidemiol, vol.45, issue.10, 1992. ,
The incubation period and the dynamics of infectious disease, Am J Epidemiol, vol.83, issue.2, p.5930773, 1966. ,
A language and environment for statistical computing. R Foundation for Statistical Computing, 2013. ,
Binomial random variate generation, Communications of the ACM, vol.31, issue.2, pp.216-238, 1988. ,
Equation of State Calculations by Fast Computing Machines, J Chem Physics, vol.21, issue.6, p.1087, 1953. ,
Monte Carlo Sampling Methods Using Markov Chains and Their Applications, Biometrika, vol.57, issue.1, p.97, 1970. ,
Introducing Monte Carlo Methods with R, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00450502
Coupling and Ergodicity of Adaptive Markov Chain Monte Carlo Algorithms, J Appl Prob, vol.44, pp.458-75, 2007. ,
Slice sampling (with discussion), Ann Statist, vol.31, issue.3, pp.705-67, 2003. ,
Markov Chains for Exploring Posterior Distributions, Ann Statist, vol.22, issue.4, pp.1701-1729, 1994. ,
, Outbreak of measles among Christian Science studentsMissouri and Illinois, Morb Mortal Wkly Rep, vol.43, issue.25, p.8208236, 1994.
The Sverdlovsk anthrax outbreak of 1979, Science, vol.266, issue.5188, p.7973702, 1994. ,
An outbreak of dengue virus serotype 1 infection in Cixi, Ningbo, People's Republic of China, 2004, associated with a traveler from Thailand and high density of Aedes albopictus, Am J Trop Med Hyg, vol.76, issue.6, p.17556633, 2007. ,
How to assess and report the performance of a stochastic algorithm on a benchmark problem: mean or best result on a number of runs?, Optim Lett, vol.1, issue.3, pp.309-320, 2006. ,
Comprehensive Survey on Distance/Similarity Measures between Probability Density Functions, Int J Math Model Meth Appl Sci, vol.4, issue.1, pp.300-307, 2007. ,
Handbook of Fitting Statistical Distributions with R, 2011. ,
Simulation and Monte Carlo with Applications in Finance and MCMC, 2007. ,
Stochastic modeling for system biology, 2006. ,
An Adaptive Directional Metropolis-within-Gibbs Algorithm, 2009. ,
A symmetric information divergence measure of the Csiszár's f-divergence class and its bounds, Comput Math Appl, vol.49, issue.4, pp.575-88, 2005. ,
Information, Divergence and Risk for Binary Experiments, JMLR, vol.12, pp.731-817, 2011. ,