FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2980652010> ?p ?o ?g. }

• W2980652010 abstract "Abstract A Hamiltonian Monte Carlo algorithm is a Markov Chain Monte Carlo method that is considered more effective than the conventional Gibbs sampling method. Hamiltonian Monte Carlo is based on Hamiltonian dynamics, and it follows Hamilton’s equations, which are expressed as two differential equations. In the sampling process of Hamiltonian Monte Carlo, a numerical integration method called leapfrog integration is used to approximately solve Hamilton’s equations, and the integration is required to set the number of discrete time steps and the integration stepsize. These two parameters require some amount of tuning and calibration for effective sampling. In this study, we applied the Hamiltonian Monte Carlo method to animal breeding data and identified the optimal tunings of leapfrog integration for normal and inverse chi-square distributions. Then, using real pig data, we revealed the properties of the Hamiltonian Monte Carlo method with the optimal tuning by applying models including variance explained by pedigree information or genomic information. Compared with the Gibbs sampling method, the Hamiltonian Monte Carlo method had superior performance in both models. We have provided the source codes of this method written in the R language." @default.
• W2980652010 created "2019-10-25" @default.
• W2980652010 creator A5003881252 @default.
• W2980652010 creator A5004952308 @default.
• W2980652010 creator A5017517522 @default.
• W2980652010 creator A5059433035 @default.
• W2980652010 creator A5086180444 @default.
• W2980652010 date "2019-10-16" @default.
• W2980652010 modified "2023-10-16" @default.
• W2980652010 title "Tunings for leapfrog integration of Hamiltonian Monte Carlo for estimating genetic parameters" @default.
• W2980652010 cites W1539652550 @default.
• W2980652010 cites W1545319692 @default.
• W2980652010 cites W1645227518 @default.
• W2980652010 cites W2024343975 @default.
• W2980652010 cites W2034846276 @default.
• W2980652010 cites W2041000916 @default.
• W2980652010 cites W2059448777 @default.
• W2980652010 cites W2067715889 @default.
• W2980652010 cites W2071463859 @default.
• W2980652010 cites W2104363774 @default.
• W2980652010 cites W2125509229 @default.
• W2980652010 cites W2141693972 @default.
• W2980652010 cites W2153707555 @default.
• W2980652010 cites W2158376448 @default.
• W2980652010 cites W2163360901 @default.
• W2980652010 cites W2224056471 @default.
• W2980652010 cites W2485135680 @default.
• W2980652010 cites W2577537660 @default.
• W2980652010 cites W2954040150 @default.
• W2980652010 cites W2962703949 @default.
• W2980652010 cites W4236360075 @default.
• W2980652010 cites W4242437576 @default.
• W2980652010 cites W4248638088 @default.
• W2980652010 cites W4254461575 @default.
• W2980652010 doi "https://doi.org/10.1101/805499" @default.
• W2980652010 hasPublicationYear "2019" @default.
• W2980652010 type Work @default.
• W2980652010 sameAs 2980652010 @default.
• W2980652010 citedByCount "0" @default.
• W2980652010 crossrefType "posted-content" @default.
• W2980652010 hasAuthorship W2980652010A5003881252 @default.
• W2980652010 hasAuthorship W2980652010A5004952308 @default.
• W2980652010 hasAuthorship W2980652010A5017517522 @default.
• W2980652010 hasAuthorship W2980652010A5059433035 @default.
• W2980652010 hasAuthorship W2980652010A5086180444 @default.
• W2980652010 hasBestOaLocation W29806520101 @default.
• W2980652010 hasConcept C105795698 @default.
• W2980652010 hasConcept C107673813 @default.
• W2980652010 hasConcept C111350023 @default.
• W2980652010 hasConcept C121332964 @default.
• W2980652010 hasConcept C121864883 @default.
• W2980652010 hasConcept C122592724 @default.
• W2980652010 hasConcept C126255220 @default.
• W2980652010 hasConcept C127349201 @default.
• W2980652010 hasConcept C130787639 @default.
• W2980652010 hasConcept C13153151 @default.
• W2980652010 hasConcept C132725507 @default.
• W2980652010 hasConcept C134306372 @default.
• W2980652010 hasConcept C158424031 @default.
• W2980652010 hasConcept C16016025 @default.
• W2980652010 hasConcept C19499675 @default.
• W2980652010 hasConcept C204493344 @default.
• W2980652010 hasConcept C28826006 @default.
• W2980652010 hasConcept C33923547 @default.
• W2980652010 hasConcept C37669827 @default.
• W2980652010 hasConcept C41008148 @default.
• W2980652010 hasConcept C63320529 @default.
• W2980652010 hasConceptScore W2980652010C105795698 @default.
• W2980652010 hasConceptScore W2980652010C107673813 @default.
• W2980652010 hasConceptScore W2980652010C111350023 @default.
• W2980652010 hasConceptScore W2980652010C121332964 @default.
• W2980652010 hasConceptScore W2980652010C121864883 @default.
• W2980652010 hasConceptScore W2980652010C122592724 @default.
• W2980652010 hasConceptScore W2980652010C126255220 @default.
• W2980652010 hasConceptScore W2980652010C127349201 @default.
• W2980652010 hasConceptScore W2980652010C130787639 @default.
• W2980652010 hasConceptScore W2980652010C13153151 @default.
• W2980652010 hasConceptScore W2980652010C132725507 @default.
• W2980652010 hasConceptScore W2980652010C134306372 @default.
• W2980652010 hasConceptScore W2980652010C158424031 @default.
• W2980652010 hasConceptScore W2980652010C16016025 @default.
• W2980652010 hasConceptScore W2980652010C19499675 @default.
• W2980652010 hasConceptScore W2980652010C204493344 @default.
• W2980652010 hasConceptScore W2980652010C28826006 @default.
• W2980652010 hasConceptScore W2980652010C33923547 @default.
• W2980652010 hasConceptScore W2980652010C37669827 @default.
• W2980652010 hasConceptScore W2980652010C41008148 @default.
• W2980652010 hasConceptScore W2980652010C63320529 @default.
• W2980652010 hasLocation W29806520101 @default.
• W2980652010 hasOpenAccess W2980652010 @default.
• W2980652010 hasPrimaryLocation W29806520101 @default.
• W2980652010 hasRelatedWork W1498636934 @default.
• W2980652010 hasRelatedWork W158208265 @default.
• W2980652010 hasRelatedWork W1655728402 @default.
• W2980652010 hasRelatedWork W1978569422 @default.
• W2980652010 hasRelatedWork W2044409771 @default.
• W2980652010 hasRelatedWork W2074836517 @default.
• W2980652010 hasRelatedWork W2079347437 @default.
• W2980652010 hasRelatedWork W2081241186 @default.
• W2980652010 hasRelatedWork W2117022610 @default.

• next