Matches in SemOpenAlex for { <https://semopenalex.org/work/W1562495024> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W1562495024 abstract "Bootstrapping is a popular and computationally demanding resampling method used for measuring the accuracy of sample estimates and assisting with statistical inference. R is a freely available language and environment for statistical computing popular with biostatisticians for genomic data analyses. A survey of such R users highlighted its implementation of bootstrapping as a prime candidate for parallelization to overcome computational bottlenecks. The Simple Parallel R Interface (SPRINT) is a package that allows R users to exploit high performance computing in multi-core desktops and supercomputers without expert knowledge of such systems. This paper describes the parallelization of bootstrapping for inclusion in the SPRINT R package. Depending on the complexity of the bootstrap statistic and the number of resamples, this implementation has close to optimal speed up on up to 16 nodes of a supercomputer and close to 100 on 512 nodes. This performance in a multi-node setting compares favourably with an existing parallelization option in the native R implementation of bootstrapping." @default.
- W1562495024 created "2016-06-24" @default.
- W1562495024 creator A5055159868 @default.
- W1562495024 creator A5064045642 @default.
- W1562495024 creator A5064835757 @default.
- W1562495024 creator A5065696246 @default.
- W1562495024 date "2014-01-24" @default.
- W1562495024 modified "2023-09-25" @default.
- W1562495024 title "Parallel Optimisation of Bootstrapping in R" @default.
- W1562495024 cites W1864091969 @default.
- W1562495024 cites W1991275896 @default.
- W1562495024 cites W2040588881 @default.
- W1562495024 cites W2041016234 @default.
- W1562495024 cites W2051975225 @default.
- W1562495024 cites W2081933678 @default.
- W1562495024 cites W2086323500 @default.
- W1562495024 cites W2096842432 @default.
- W1562495024 cites W2097879961 @default.
- W1562495024 cites W2137784044 @default.
- W1562495024 cites W2582743722 @default.
- W1562495024 cites W2612377721 @default.
- W1562495024 cites W2885150570 @default.
- W1562495024 hasPublicationYear "2014" @default.
- W1562495024 type Work @default.
- W1562495024 sameAs 1562495024 @default.
- W1562495024 citedByCount "0" @default.
- W1562495024 crossrefType "posted-content" @default.
- W1562495024 hasAuthorship W1562495024A5055159868 @default.
- W1562495024 hasAuthorship W1562495024A5064045642 @default.
- W1562495024 hasAuthorship W1562495024A5064835757 @default.
- W1562495024 hasAuthorship W1562495024A5065696246 @default.
- W1562495024 hasConcept C105795698 @default.
- W1562495024 hasConcept C11413529 @default.
- W1562495024 hasConcept C127413603 @default.
- W1562495024 hasConcept C149782125 @default.
- W1562495024 hasConcept C150921843 @default.
- W1562495024 hasConcept C154945302 @default.
- W1562495024 hasConcept C173608175 @default.
- W1562495024 hasConcept C207609745 @default.
- W1562495024 hasConcept C2776214188 @default.
- W1562495024 hasConcept C33923547 @default.
- W1562495024 hasConcept C41008148 @default.
- W1562495024 hasConcept C62611344 @default.
- W1562495024 hasConcept C66938386 @default.
- W1562495024 hasConcept C68339613 @default.
- W1562495024 hasConcept C83283714 @default.
- W1562495024 hasConcept C89128539 @default.
- W1562495024 hasConceptScore W1562495024C105795698 @default.
- W1562495024 hasConceptScore W1562495024C11413529 @default.
- W1562495024 hasConceptScore W1562495024C127413603 @default.
- W1562495024 hasConceptScore W1562495024C149782125 @default.
- W1562495024 hasConceptScore W1562495024C150921843 @default.
- W1562495024 hasConceptScore W1562495024C154945302 @default.
- W1562495024 hasConceptScore W1562495024C173608175 @default.
- W1562495024 hasConceptScore W1562495024C207609745 @default.
- W1562495024 hasConceptScore W1562495024C2776214188 @default.
- W1562495024 hasConceptScore W1562495024C33923547 @default.
- W1562495024 hasConceptScore W1562495024C41008148 @default.
- W1562495024 hasConceptScore W1562495024C62611344 @default.
- W1562495024 hasConceptScore W1562495024C66938386 @default.
- W1562495024 hasConceptScore W1562495024C68339613 @default.
- W1562495024 hasConceptScore W1562495024C83283714 @default.
- W1562495024 hasConceptScore W1562495024C89128539 @default.
- W1562495024 hasLocation W15624950241 @default.
- W1562495024 hasOpenAccess W1562495024 @default.
- W1562495024 hasPrimaryLocation W15624950241 @default.
- W1562495024 hasRelatedWork W1496192875 @default.
- W1562495024 hasRelatedWork W1965756855 @default.
- W1562495024 hasRelatedWork W2013399084 @default.
- W1562495024 hasRelatedWork W2014988121 @default.
- W1562495024 hasRelatedWork W2092223130 @default.
- W1562495024 hasRelatedWork W2120467888 @default.
- W1562495024 hasRelatedWork W2166227052 @default.
- W1562495024 hasRelatedWork W2748442037 @default.
- W1562495024 hasRelatedWork W2773394213 @default.
- W1562495024 hasRelatedWork W2839607435 @default.
- W1562495024 hasRelatedWork W2905949160 @default.
- W1562495024 hasRelatedWork W2917642026 @default.
- W1562495024 hasRelatedWork W2917988742 @default.
- W1562495024 hasRelatedWork W2951068816 @default.
- W1562495024 hasRelatedWork W3112705869 @default.
- W1562495024 hasRelatedWork W3123560116 @default.
- W1562495024 hasRelatedWork W3140820712 @default.
- W1562495024 hasRelatedWork W3177387574 @default.
- W1562495024 hasRelatedWork W3203594067 @default.
- W1562495024 hasRelatedWork W2182985593 @default.
- W1562495024 isParatext "false" @default.
- W1562495024 isRetracted "false" @default.
- W1562495024 magId "1562495024" @default.
- W1562495024 workType "article" @default.