FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3111323211> ?p ?o ?g. }

• W3111323211 abstract "This paper proposes a new methodology to perform Bayesian inference for a class of multidimensional Cox processes in which the intensity function is piecewise constant. Poisson processes with piecewise constant intensity functions are believed to be suitable to model a variety of point process phenomena and, given its simpler structure, are expected to provided more precise inference when compared to processes with non-parametric intensity functions that vary continuously across the space. The piecewise constant property is determined by a level-set function of a latent Gaussian process so that the regions in which the intensity function is constant are defined in a flexible manner. Despite the intractability of the likelihood function and the infinite dimensionality of the parameter space, inference is performed exactly, in the sense that no space discretization approximation is used and MCMC error is the only source of inaccuracy. That is achieved by using retrospective sampling techniques and devising a pseudo-marginal infinite-dimensional MCMC algorithm that converges to the exact target posterior distribution. An extension to consider spatiotemporal models is also proposed. The efficiency of the proposed methodology is investigated in simulated examples and its applicability is illustrated in the analysis of some real point process datasets." @default.
• W3111323211 created "2020-12-21" @default.
• W3111323211 creator A5015244447 @default.
• W3111323211 creator A5077560854 @default.
• W3111323211 date "2020-12-10" @default.
• W3111323211 modified "2023-09-27" @default.
• W3111323211 title "Exact Bayesian inference for level-set Cox processes" @default.
• W3111323211 cites W1510924284 @default.
• W3111323211 cites W1981890344 @default.
• W3111323211 cites W2013627498 @default.
• W3111323211 cites W2018276802 @default.
• W3111323211 cites W2047978125 @default.
• W3111323211 cites W2064401329 @default.
• W3111323211 cites W2114134972 @default.
• W3111323211 cites W2126750122 @default.
• W3111323211 cites W2236957706 @default.
• W3111323211 cites W2296650473 @default.
• W3111323211 cites W2501943795 @default.
• W3111323211 cites W2730751071 @default.
• W3111323211 cites W2953663591 @default.
• W3111323211 cites W2963340829 @default.
• W3111323211 cites W3098713583 @default.
• W3111323211 cites W3103714082 @default.
• W3111323211 hasPublicationYear "2020" @default.
• W3111323211 type Work @default.
• W3111323211 sameAs 3111323211 @default.
• W3111323211 citedByCount "0" @default.
• W3111323211 crossrefType "posted-content" @default.
• W3111323211 hasAuthorship W3111323211A5015244447 @default.
• W3111323211 hasAuthorship W3111323211A5077560854 @default.
• W3111323211 hasConcept C100906024 @default.
• W3111323211 hasConcept C105795698 @default.
• W3111323211 hasConcept C107673813 @default.
• W3111323211 hasConcept C111350023 @default.
• W3111323211 hasConcept C11413529 @default.
• W3111323211 hasConcept C126255220 @default.
• W3111323211 hasConcept C134306372 @default.
• W3111323211 hasConcept C154945302 @default.
• W3111323211 hasConcept C155051063 @default.
• W3111323211 hasConcept C160234255 @default.
• W3111323211 hasConcept C164660894 @default.
• W3111323211 hasConcept C166144826 @default.
• W3111323211 hasConcept C167928553 @default.
• W3111323211 hasConcept C199360897 @default.
• W3111323211 hasConcept C2776214188 @default.
• W3111323211 hasConcept C2777027219 @default.
• W3111323211 hasConcept C28826006 @default.
• W3111323211 hasConcept C33923547 @default.
• W3111323211 hasConcept C41008148 @default.
• W3111323211 hasConcept C73000952 @default.
• W3111323211 hasConcept C88871306 @default.
• W3111323211 hasConcept C89106044 @default.
• W3111323211 hasConceptScore W3111323211C100906024 @default.
• W3111323211 hasConceptScore W3111323211C105795698 @default.
• W3111323211 hasConceptScore W3111323211C107673813 @default.
• W3111323211 hasConceptScore W3111323211C111350023 @default.
• W3111323211 hasConceptScore W3111323211C11413529 @default.
• W3111323211 hasConceptScore W3111323211C126255220 @default.
• W3111323211 hasConceptScore W3111323211C134306372 @default.
• W3111323211 hasConceptScore W3111323211C154945302 @default.
• W3111323211 hasConceptScore W3111323211C155051063 @default.
• W3111323211 hasConceptScore W3111323211C160234255 @default.
• W3111323211 hasConceptScore W3111323211C164660894 @default.
• W3111323211 hasConceptScore W3111323211C166144826 @default.
• W3111323211 hasConceptScore W3111323211C167928553 @default.
• W3111323211 hasConceptScore W3111323211C199360897 @default.
• W3111323211 hasConceptScore W3111323211C2776214188 @default.
• W3111323211 hasConceptScore W3111323211C2777027219 @default.
• W3111323211 hasConceptScore W3111323211C28826006 @default.
• W3111323211 hasConceptScore W3111323211C33923547 @default.
• W3111323211 hasConceptScore W3111323211C41008148 @default.
• W3111323211 hasConceptScore W3111323211C73000952 @default.
• W3111323211 hasConceptScore W3111323211C88871306 @default.
• W3111323211 hasConceptScore W3111323211C89106044 @default.
• W3111323211 hasLocation W31113232111 @default.
• W3111323211 hasOpenAccess W3111323211 @default.
• W3111323211 hasPrimaryLocation W31113232111 @default.
• W3111323211 hasRelatedWork W135368467 @default.
• W3111323211 hasRelatedWork W1588437162 @default.
• W3111323211 hasRelatedWork W1913147546 @default.
• W3111323211 hasRelatedWork W1956541315 @default.
• W3111323211 hasRelatedWork W2030819485 @default.
• W3111323211 hasRelatedWork W2147936589 @default.
• W3111323211 hasRelatedWork W2202617390 @default.
• W3111323211 hasRelatedWork W2235729179 @default.
• W3111323211 hasRelatedWork W2531824349 @default.
• W3111323211 hasRelatedWork W2623655277 @default.
• W3111323211 hasRelatedWork W2732624602 @default.
• W3111323211 hasRelatedWork W2761596867 @default.
• W3111323211 hasRelatedWork W2765334337 @default.
• W3111323211 hasRelatedWork W2770136938 @default.
• W3111323211 hasRelatedWork W2916915361 @default.
• W3111323211 hasRelatedWork W2954769868 @default.
• W3111323211 hasRelatedWork W2991591360 @default.
• W3111323211 hasRelatedWork W3103983015 @default.
• W3111323211 hasRelatedWork W3122231575 @default.
• W3111323211 hasRelatedWork W3133340312 @default.
• W3111323211 isParatext "false" @default.
• W3111323211 isRetracted "false" @default.
• W3111323211 magId "3111323211" @default.

• next