FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W64552191> ?p ?o ?g. }

• W64552191 abstract "We describe the R package multiPIM, including statistical background, functionality and user options. The package is for variable importance analysis, and is meant primarily for analyzing data from exploratory epidemiological studies, though it could certainly be applied in other areas as well. The approach taken to variable importance comes from the causal inference field, and is different from approaches taken in other R packages. By default, multiPIM uses a double robust targeted maximum likelihood estimator (TMLE) of a parameter akin to the attributable risk. Several regression methods/machine learning algorithms are available for estimating the nuisance parameters of the models, including super learner, a meta-learner which combines several different algorithms into one. We describe a simulation in which the double robust TMLE is compared to the graphical computation estimator. We also provide example analyses using two data sets which are included with the package. 2 R Package multiPIM" @default.
• W64552191 created "2016-06-24" @default.
• W64552191 creator A5003296344 @default.
• W64552191 creator A5013304554 @default.
• W64552191 creator A5035612280 @default.
• W64552191 date "2011-01-01" @default.
• W64552191 modified "2023-09-26" @default.
• W64552191 title "Variable Importance Analysis with the multiPIM R Package" @default.
• W64552191 cites W1488660595 @default.
• W64552191 cites W1525651898 @default.
• W64552191 cites W1572302037 @default.
• W64552191 cites W1594031697 @default.
• W64552191 cites W1622753297 @default.
• W64552191 cites W1831050183 @default.
• W64552191 cites W1985330842 @default.
• W64552191 cites W2002869784 @default.
• W64552191 cites W2006783986 @default.
• W64552191 cites W2021733365 @default.
• W64552191 cites W2022450888 @default.
• W64552191 cites W2041312557 @default.
• W64552191 cites W2063978378 @default.
• W64552191 cites W2073585144 @default.
• W64552191 cites W2082299845 @default.
• W64552191 cites W2082976840 @default.
• W64552191 cites W2091314883 @default.
• W64552191 cites W2098155116 @default.
• W64552191 cites W2105981176 @default.
• W64552191 cites W2117897510 @default.
• W64552191 cites W2125879239 @default.
• W64552191 cites W2140100104 @default.
• W64552191 cites W2142857718 @default.
• W64552191 cites W2143891888 @default.
• W64552191 cites W2167350702 @default.
• W64552191 cites W2169986380 @default.
• W64552191 cites W2240490182 @default.
• W64552191 cites W2301601600 @default.
• W64552191 cites W2331384579 @default.
• W64552191 cites W273955616 @default.
• W64552191 cites W2914369697 @default.
• W64552191 cites W3133236490 @default.
• W64552191 cites W67506904 @default.
• W64552191 cites W87626609 @default.
• W64552191 cites W94294778 @default.
• W64552191 cites W2262148098 @default.
• W64552191 hasPublicationYear "2011" @default.
• W64552191 type Work @default.
• W64552191 sameAs 64552191 @default.
• W64552191 citedByCount "0" @default.
• W64552191 crossrefType "journal-article" @default.
• W64552191 hasAuthorship W64552191A5003296344 @default.
• W64552191 hasAuthorship W64552191A5013304554 @default.
• W64552191 hasAuthorship W64552191A5035612280 @default.
• W64552191 hasConcept C105795698 @default.
• W64552191 hasConcept C119857082 @default.
• W64552191 hasConcept C120894424 @default.
• W64552191 hasConcept C124101348 @default.
• W64552191 hasConcept C134261354 @default.
• W64552191 hasConcept C134306372 @default.
• W64552191 hasConcept C154945302 @default.
• W64552191 hasConcept C158600405 @default.
• W64552191 hasConcept C182365436 @default.
• W64552191 hasConcept C185429906 @default.
• W64552191 hasConcept C199360897 @default.
• W64552191 hasConcept C202444582 @default.
• W64552191 hasConcept C2776214188 @default.
• W64552191 hasConcept C2984074130 @default.
• W64552191 hasConcept C33923547 @default.
• W64552191 hasConcept C41008148 @default.
• W64552191 hasConcept C9652623 @default.
• W64552191 hasConceptScore W64552191C105795698 @default.
• W64552191 hasConceptScore W64552191C119857082 @default.
• W64552191 hasConceptScore W64552191C120894424 @default.
• W64552191 hasConceptScore W64552191C124101348 @default.
• W64552191 hasConceptScore W64552191C134261354 @default.
• W64552191 hasConceptScore W64552191C134306372 @default.
• W64552191 hasConceptScore W64552191C154945302 @default.
• W64552191 hasConceptScore W64552191C158600405 @default.
• W64552191 hasConceptScore W64552191C182365436 @default.
• W64552191 hasConceptScore W64552191C185429906 @default.
• W64552191 hasConceptScore W64552191C199360897 @default.
• W64552191 hasConceptScore W64552191C202444582 @default.
• W64552191 hasConceptScore W64552191C2776214188 @default.
• W64552191 hasConceptScore W64552191C2984074130 @default.
• W64552191 hasConceptScore W64552191C33923547 @default.
• W64552191 hasConceptScore W64552191C41008148 @default.
• W64552191 hasConceptScore W64552191C9652623 @default.
• W64552191 hasLocation W645521911 @default.
• W64552191 hasOpenAccess W64552191 @default.
• W64552191 hasPrimaryLocation W645521911 @default.
• W64552191 hasRelatedWork W2001661537 @default.
• W64552191 hasRelatedWork W2111511885 @default.
• W64552191 hasRelatedWork W2129948640 @default.
• W64552191 hasRelatedWork W2134019298 @default.
• W64552191 hasRelatedWork W2224988969 @default.
• W64552191 hasRelatedWork W2593536560 @default.
• W64552191 hasRelatedWork W2751886678 @default.
• W64552191 hasRelatedWork W2756475937 @default.
• W64552191 hasRelatedWork W2769263100 @default.
• W64552191 hasRelatedWork W2949938313 @default.
• W64552191 hasRelatedWork W2963862903 @default.

• next