FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W30432615> ?p ?o ?g. }

• W30432615 abstract "We introduce a nonparametric prior for probability densities that achieves multi-resolution adaptive shrinkage in posterior inference. The prior applies a varying amount of shrinkage to data structures of different scales and/or at different locations. It is adaptive in that the appropriate amount of shrinkage is determined through the behavior of the data at different scale-location combinations. The prior employs two important additional features: a Markov feature that introduces dependence into the shrinkage across different scale-location combinations, and a randomized partitioning feature that allows adaptive construction of multi-scale grids to most effectively characterize the underlying distribution. We study the theoretical properties of the process, showing that it possesses large support, posterior conjugacy, and posterior consistency. We then provide analytic recipes for marginalization and for computing the posterior through recursion. We illustrate through several numerical examples that the multi-resolution adaptiveness so achieved can substantially improve inference in nonparametric problems." @default.
• W30432615 created "2016-06-24" @default.
• W30432615 creator A5071319227 @default.
• W30432615 date "2014-01-28" @default.
• W30432615 modified "2023-09-27" @default.
• W30432615 title "A nonparametric process for multi-resolution adaptive shrinkage" @default.
• W30432615 cites W1502400145 @default.
• W30432615 cites W1584471057 @default.
• W30432615 cites W1653130573 @default.
• W30432615 cites W191129667 @default.
• W30432615 cites W1913227953 @default.
• W30432615 cites W1989385078 @default.
• W30432615 cites W1996624683 @default.
• W30432615 cites W1998696958 @default.
• W30432615 cites W2001272401 @default.
• W30432615 cites W2011416738 @default.
• W30432615 cites W2026877776 @default.
• W30432615 cites W2033484654 @default.
• W30432615 cites W2033558953 @default.
• W30432615 cites W2046031028 @default.
• W30432615 cites W2052376791 @default.
• W30432615 cites W2061052441 @default.
• W30432615 cites W2069429561 @default.
• W30432615 cites W2069733578 @default.
• W30432615 cites W2072246452 @default.
• W30432615 cites W2074178102 @default.
• W30432615 cites W2074752345 @default.
• W30432615 cites W2079724595 @default.
• W30432615 cites W2083394664 @default.
• W30432615 cites W2085601275 @default.
• W30432615 cites W2091797506 @default.
• W30432615 cites W2106575405 @default.
• W30432615 cites W2109141550 @default.
• W30432615 cites W2113945798 @default.
• W30432615 cites W2124335859 @default.
• W30432615 cites W2125527601 @default.
• W30432615 cites W2134929491 @default.
• W30432615 cites W2140626344 @default.
• W30432615 cites W2140667604 @default.
• W30432615 cites W2141384805 @default.
• W30432615 cites W2160503392 @default.
• W30432615 cites W2168796889 @default.
• W30432615 cites W2330562026 @default.
• W30432615 cites W2963355951 @default.
• W30432615 cites W3102886147 @default.
• W30432615 cites W7353069 @default.
• W30432615 cites W1659625082 @default.
• W30432615 hasPublicationYear "2014" @default.
• W30432615 type Work @default.
• W30432615 sameAs 30432615 @default.
• W30432615 citedByCount "1" @default.
• W30432615 countsByYear W304326152016 @default.
• W30432615 crossrefType "posted-content" @default.
• W30432615 hasAuthorship W30432615A5071319227 @default.
• W30432615 hasConcept C102366305 @default.
• W30432615 hasConcept C105795698 @default.
• W30432615 hasConcept C107673813 @default.
• W30432615 hasConcept C111919701 @default.
• W30432615 hasConcept C11413529 @default.
• W30432615 hasConcept C119857082 @default.
• W30432615 hasConcept C121332964 @default.
• W30432615 hasConcept C138885662 @default.
• W30432615 hasConcept C153180895 @default.
• W30432615 hasConcept C154945302 @default.
• W30432615 hasConcept C168773036 @default.
• W30432615 hasConcept C177769412 @default.
• W30432615 hasConcept C180145272 @default.
• W30432615 hasConcept C2776214188 @default.
• W30432615 hasConcept C2776401178 @default.
• W30432615 hasConcept C2776436953 @default.
• W30432615 hasConcept C2778755073 @default.
• W30432615 hasConcept C33923547 @default.
• W30432615 hasConcept C41008148 @default.
• W30432615 hasConcept C41895202 @default.
• W30432615 hasConcept C57830394 @default.
• W30432615 hasConcept C62520636 @default.
• W30432615 hasConcept C98045186 @default.
• W30432615 hasConceptScore W30432615C102366305 @default.
• W30432615 hasConceptScore W30432615C105795698 @default.
• W30432615 hasConceptScore W30432615C107673813 @default.
• W30432615 hasConceptScore W30432615C111919701 @default.
• W30432615 hasConceptScore W30432615C11413529 @default.
• W30432615 hasConceptScore W30432615C119857082 @default.
• W30432615 hasConceptScore W30432615C121332964 @default.
• W30432615 hasConceptScore W30432615C138885662 @default.
• W30432615 hasConceptScore W30432615C153180895 @default.
• W30432615 hasConceptScore W30432615C154945302 @default.
• W30432615 hasConceptScore W30432615C168773036 @default.
• W30432615 hasConceptScore W30432615C177769412 @default.
• W30432615 hasConceptScore W30432615C180145272 @default.
• W30432615 hasConceptScore W30432615C2776214188 @default.
• W30432615 hasConceptScore W30432615C2776401178 @default.
• W30432615 hasConceptScore W30432615C2776436953 @default.
• W30432615 hasConceptScore W30432615C2778755073 @default.
• W30432615 hasConceptScore W30432615C33923547 @default.
• W30432615 hasConceptScore W30432615C41008148 @default.
• W30432615 hasConceptScore W30432615C41895202 @default.
• W30432615 hasConceptScore W30432615C57830394 @default.
• W30432615 hasConceptScore W30432615C62520636 @default.
• W30432615 hasConceptScore W30432615C98045186 @default.

• next