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Markov chain Monte Carlo Question1 #93991

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Controlling Infectious Diseases »Controlling Infectious DiseasesControlling Infectious Diseases☜Mapping the issues around endemic diseases—such as malaria, measles, influenza, HIV, Dengue and West Nile Virus—with the aims of identifying improved control strategies and of providing insights into to the work of mathematical biologists, epidemiologists and public health officials in this field.☜F1CEB7

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Research Questions »Research QuestionsResearch Questions☜What are the research priorities for the field?☜FFB597

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Open mathematical/computational problems? »Open mathematical/computational problems?Open mathematical/computational problems?☜☜FFB597

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Statistical Methods for model selection and parameter estimation »Statistical Methods for model selection and parameter estimationStatistical Methods for model selection and parameter estimation☜☜FFB597

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Parametric approaches »Parametric approachesParametric approaches☜Given an explicit (full) model of disease, estimate all parameters (or some parameters, e.g. beta/R0 only assuming others known from independent sources) by fitting to disease dynamics☜FFB597

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Methods incorporating both process and observation error »Methods incorporating both process and observation errorMethods incorporating both process and observation error☜☜FFB597

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Markov chain Monte CarloMarkov chain Monte Carlo☜☜FFB597

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Continuous time »Continuous timeContinuous time☜(Renshaw, Gibson, Philip ONeil?)☜FFB597

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Discrete time »Discrete timeDiscrete time☜MCMC approaches based on discrete-time dynamical models☜FFB597

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Confidence intervals "for free" »Confidence intervals "for free"Confidence intervals "for free"☜Estimation methods based on stochastic sampling of the parameter space are generally slower for producing point estimates, but automatically provide sensible confidence intervals on parameters as an output of the estimation procedure☜59C6EF

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Entrée par: Ben Bolker
NodeID: #93991
Node type: Issue
Date d'entrée (GMT): 3/2/2011 3:47:00 AM
Date de la dernière modification (Heure GMT): 3/2/2011 3:47:00 AM
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