FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2016729144> ?p ?o ?g. }

• W2016729144 abstract "For most of this century, randomization has been a cornerstone of scientific experimentation, especially when dealing with humans as experimental units. In practice, however, noncompliance is relatively common with human subjects, complicating traditional theories of inference that require adherence to the random treatment assignment. In this paper we present Bayesian inferential methods for causal estimands in the presence of noncompliance, when the binary treatment assignment is random and hence ignorable, but the binary treatment received is not ignorable. We assume that both the treatment assigned and the treatment received are observed. We describe posterior estimation using EM and data augmentation algorithms. Also, we investigate the role of two assumptions often made in econometric instrumental variables analyses, the exclusion restriction and the monotonicity assumption, without which the likelihood functions generally have substantial regions of maxima. We apply our procedures to real and artificial data, thereby demonstrating the technology and showing that our new methods can yield valid inferences that differ in practically important ways from those based on previous methods for analysis in the presence of noncompliance, including intention-to-treat analyses and analyses based on econometric instrumental variables techniques. Finally, we perform a simulation to investigate the operating characteristics of the competing procedures in a simple setting, which indicates relatively dramatic improvements in frequency operating characteristics attainable using our Bayesian procedures." @default.
• W2016729144 created "2016-06-24" @default.
• W2016729144 creator A5052726702 @default.
• W2016729144 creator A5071941451 @default.
• W2016729144 date "1997-02-01" @default.
• W2016729144 modified "2023-10-14" @default.
• W2016729144 title "Bayesian inference for causal effects in randomized experiments with noncompliance" @default.
• W2016729144 cites W1518052575 @default.
• W2016729144 cites W1520531326 @default.
• W2016729144 cites W1967639437 @default.
• W2016729144 cites W1967993709 @default.
• W2016729144 cites W1980043956 @default.
• W2016729144 cites W1998163112 @default.
• W2016729144 cites W1998487261 @default.
• W2016729144 cites W2018697332 @default.
• W2016729144 cites W2020999234 @default.
• W2016729144 cites W2046165968 @default.
• W2016729144 cites W2049633694 @default.
• W2016729144 cites W2053321697 @default.
• W2016729144 cites W2055509010 @default.
• W2016729144 cites W2059337943 @default.
• W2016729144 cites W2064790857 @default.
• W2016729144 cites W2069068974 @default.
• W2016729144 cites W2072070392 @default.
• W2016729144 cites W2104780889 @default.
• W2016729144 cites W2118254160 @default.
• W2016729144 cites W2132917208 @default.
• W2016729144 cites W2135444901 @default.
• W2016729144 cites W2148534890 @default.
• W2016729144 cites W2150291618 @default.
• W2016729144 cites W2165656368 @default.
• W2016729144 cites W2313015974 @default.
• W2016729144 cites W2314496443 @default.
• W2016729144 cites W2326570151 @default.
• W2016729144 cites W3124658416 @default.
• W2016729144 cites W4231152566 @default.
• W2016729144 cites W4238835587 @default.
• W2016729144 cites W4243605392 @default.
• W2016729144 cites W4247142182 @default.
• W2016729144 cites W4247399381 @default.
• W2016729144 cites W4247999480 @default.
• W2016729144 cites W4253984864 @default.
• W2016729144 cites W4256626087 @default.
• W2016729144 cites W4298114626 @default.
• W2016729144 cites W4302434451 @default.
• W2016729144 doi "https://doi.org/10.1214/aos/1034276631" @default.
• W2016729144 hasPublicationYear "1997" @default.
• W2016729144 type Work @default.
• W2016729144 sameAs 2016729144 @default.
• W2016729144 citedByCount "455" @default.
• W2016729144 countsByYear W20167291442012 @default.
• W2016729144 countsByYear W20167291442013 @default.
• W2016729144 countsByYear W20167291442014 @default.
• W2016729144 countsByYear W20167291442015 @default.
• W2016729144 countsByYear W20167291442016 @default.
• W2016729144 countsByYear W20167291442017 @default.
• W2016729144 countsByYear W20167291442018 @default.
• W2016729144 countsByYear W20167291442019 @default.
• W2016729144 countsByYear W20167291442020 @default.
• W2016729144 countsByYear W20167291442021 @default.
• W2016729144 countsByYear W20167291442022 @default.
• W2016729144 countsByYear W20167291442023 @default.
• W2016729144 crossrefType "journal-article" @default.
• W2016729144 hasAuthorship W2016729144A5052726702 @default.
• W2016729144 hasAuthorship W2016729144A5071941451 @default.
• W2016729144 hasBestOaLocation W20167291441 @default.
• W2016729144 hasConcept C105795698 @default.
• W2016729144 hasConcept C107673813 @default.
• W2016729144 hasConcept C149782125 @default.
• W2016729144 hasConcept C154945302 @default.
• W2016729144 hasConcept C155108698 @default.
• W2016729144 hasConcept C158600405 @default.
• W2016729144 hasConcept C160234255 @default.
• W2016729144 hasConcept C162144332 @default.
• W2016729144 hasConcept C2776214188 @default.
• W2016729144 hasConcept C33923547 @default.
• W2016729144 hasConcept C41008148 @default.
• W2016729144 hasConceptScore W2016729144C105795698 @default.
• W2016729144 hasConceptScore W2016729144C107673813 @default.
• W2016729144 hasConceptScore W2016729144C149782125 @default.
• W2016729144 hasConceptScore W2016729144C154945302 @default.
• W2016729144 hasConceptScore W2016729144C155108698 @default.
• W2016729144 hasConceptScore W2016729144C158600405 @default.
• W2016729144 hasConceptScore W2016729144C160234255 @default.
• W2016729144 hasConceptScore W2016729144C162144332 @default.
• W2016729144 hasConceptScore W2016729144C2776214188 @default.
• W2016729144 hasConceptScore W2016729144C33923547 @default.
• W2016729144 hasConceptScore W2016729144C41008148 @default.
• W2016729144 hasIssue "1" @default.
• W2016729144 hasLocation W20167291441 @default.
• W2016729144 hasOpenAccess W2016729144 @default.
• W2016729144 hasPrimaryLocation W20167291441 @default.
• W2016729144 hasRelatedWork W2166622580 @default.
• W2016729144 hasRelatedWork W2438247788 @default.
• W2016729144 hasRelatedWork W2787408941 @default.
• W2016729144 hasRelatedWork W2946850298 @default.
• W2016729144 hasRelatedWork W2957396730 @default.
• W2016729144 hasRelatedWork W3211486482 @default.
• W2016729144 hasRelatedWork W4226110255 @default.
• W2016729144 hasRelatedWork W4233684089 @default.

• next