Nested sampling for parameter inference in systems biology: application to an exemplar circadian model
نویسندگان
چکیده
منابع مشابه
Bayesian Model Comparison and Parameter Inference in Systems Biology Using Nested Sampling
Inferring parameters for models of biological processes is a current challenge in systems biology, as is the related problem of comparing competing models that explain the data. In this work we apply Skilling's nested sampling to address both of these problems. Nested sampling is a Bayesian method for exploring parameter space that transforms a multi-dimensional integral to a 1D integration ove...
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ژورنال
عنوان ژورنال: BMC Systems Biology
سال: 2013
ISSN: 1752-0509
DOI: 10.1186/1752-0509-7-72