Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297468806> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4297468806 abstract "In this work, we present an extension to the context of Stochastic Reaction Networks (SRNs) of the forward-reverse representation introduced in Simulation of forward-reverse stochastic representations for conditional diffusions, a 2014 paper by Bayer and Schoenmakers. We apply this stochastic representation in the computation of efficient approximations of expected values of functionals of SNR bridges, i.e., SRNs conditioned to its values in the extremes of given time-intervals. We then employ this SNR bridge-generation technique to the statistical inference problem of approximating the reaction propensities based on discretely observed data. To this end, we introduce a two-phase iterative inference method in which, during phase I, we solve a set of deterministic optimization problems where the SRNs are replaced by their reaction-rate Ordinary Differential Equations (ODEs) approximation; then, during phase II, we apply the Monte Carlo version of the Expectation-Maximization (EM) algorithm starting from the phase I output. By selecting a set of over dispersed seeds as initial points for phase I, the output of parallel runs from our two-phase method is a cluster of approximate maximum likelihood estimates. Our results are illustrated by numerical examples." @default.
- W4297468806 created "2022-09-29" @default.
- W4297468806 creator A5004939553 @default.
- W4297468806 creator A5042780618 @default.
- W4297468806 creator A5054222906 @default.
- W4297468806 creator A5059757671 @default.
- W4297468806 date "2015-04-16" @default.
- W4297468806 modified "2023-10-16" @default.
- W4297468806 title "An Efficient Forward-Reverse Expectation-Maximization Algorithm for Statistical Inference in Stochastic Reaction Networks" @default.
- W4297468806 doi "https://doi.org/10.48550/arxiv.1504.04155" @default.
- W4297468806 hasPublicationYear "2015" @default.
- W4297468806 type Work @default.
- W4297468806 citedByCount "0" @default.
- W4297468806 crossrefType "posted-content" @default.
- W4297468806 hasAuthorship W4297468806A5004939553 @default.
- W4297468806 hasAuthorship W4297468806A5042780618 @default.
- W4297468806 hasAuthorship W4297468806A5054222906 @default.
- W4297468806 hasAuthorship W4297468806A5059757671 @default.
- W4297468806 hasBestOaLocation W42974688061 @default.
- W4297468806 hasConcept C105795698 @default.
- W4297468806 hasConcept C11413529 @default.
- W4297468806 hasConcept C126255220 @default.
- W4297468806 hasConcept C134261354 @default.
- W4297468806 hasConcept C151730666 @default.
- W4297468806 hasConcept C154945302 @default.
- W4297468806 hasConcept C177264268 @default.
- W4297468806 hasConcept C17744445 @default.
- W4297468806 hasConcept C19499675 @default.
- W4297468806 hasConcept C199360897 @default.
- W4297468806 hasConcept C199539241 @default.
- W4297468806 hasConcept C2776214188 @default.
- W4297468806 hasConcept C2776330181 @default.
- W4297468806 hasConcept C2776359362 @default.
- W4297468806 hasConcept C2779343474 @default.
- W4297468806 hasConcept C28826006 @default.
- W4297468806 hasConcept C33923547 @default.
- W4297468806 hasConcept C41008148 @default.
- W4297468806 hasConcept C45374587 @default.
- W4297468806 hasConcept C86803240 @default.
- W4297468806 hasConcept C94625758 @default.
- W4297468806 hasConceptScore W4297468806C105795698 @default.
- W4297468806 hasConceptScore W4297468806C11413529 @default.
- W4297468806 hasConceptScore W4297468806C126255220 @default.
- W4297468806 hasConceptScore W4297468806C134261354 @default.
- W4297468806 hasConceptScore W4297468806C151730666 @default.
- W4297468806 hasConceptScore W4297468806C154945302 @default.
- W4297468806 hasConceptScore W4297468806C177264268 @default.
- W4297468806 hasConceptScore W4297468806C17744445 @default.
- W4297468806 hasConceptScore W4297468806C19499675 @default.
- W4297468806 hasConceptScore W4297468806C199360897 @default.
- W4297468806 hasConceptScore W4297468806C199539241 @default.
- W4297468806 hasConceptScore W4297468806C2776214188 @default.
- W4297468806 hasConceptScore W4297468806C2776330181 @default.
- W4297468806 hasConceptScore W4297468806C2776359362 @default.
- W4297468806 hasConceptScore W4297468806C2779343474 @default.
- W4297468806 hasConceptScore W4297468806C28826006 @default.
- W4297468806 hasConceptScore W4297468806C33923547 @default.
- W4297468806 hasConceptScore W4297468806C41008148 @default.
- W4297468806 hasConceptScore W4297468806C45374587 @default.
- W4297468806 hasConceptScore W4297468806C86803240 @default.
- W4297468806 hasConceptScore W4297468806C94625758 @default.
- W4297468806 hasLocation W42974688061 @default.
- W4297468806 hasOpenAccess W4297468806 @default.
- W4297468806 hasPrimaryLocation W42974688061 @default.
- W4297468806 hasRelatedWork W1491239158 @default.
- W4297468806 hasRelatedWork W1519539297 @default.
- W4297468806 hasRelatedWork W1526323768 @default.
- W4297468806 hasRelatedWork W1986104840 @default.
- W4297468806 hasRelatedWork W2005491217 @default.
- W4297468806 hasRelatedWork W2064888864 @default.
- W4297468806 hasRelatedWork W2065981317 @default.
- W4297468806 hasRelatedWork W3139705060 @default.
- W4297468806 hasRelatedWork W3204046140 @default.
- W4297468806 hasRelatedWork W4287634898 @default.
- W4297468806 isParatext "false" @default.
- W4297468806 isRetracted "false" @default.
- W4297468806 workType "article" @default.