FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3121320933> ?p ?o ?g. }

• W3121320933 abstract "We explore the use of instrumental variables (IV) analysis with a multisite randomized trial to estimate the effect of a mediating variable on an outcome. We use a random-coefficient IV model that allows both the impact of program assignment on the mediator (compliance with assignment) and the impact of the mediator on the outcome (the treatment effect) to vary across sites and to covary with one another. This extension of conventional fixed-coefficient IV analysis illuminates a potential bias in IV analysis, which Reardon and Raudenbush (forthcoming) refer to as covariance We first derive an expression for this bias and then use simulations to investigate the sampling variance of the conventional fixed-coefficient two-stage least squares (2SLS) in the presence of varying (and covarying) compliance and treatment effects. We next develop an alternate IV that is less susceptible to compliance-effect covariance bias. We compare the bias, sampling variance, and root mean squared error of this IV estimator with those of 2SLS and ordinary least squares (OLS). We find that when the first stage F-statistic exceeds 10 (a commonly used threshold for instrument strength), the bias-corrected typically performs better than 2SLS or OLS. In the last part of the paper, we use both the new and 2SLS to reanalyze data from two large multisite studies." @default.
• W3121320933 created "2021-02-01" @default.
• W3121320933 creator A5006952581 @default.
• W3121320933 creator A5008411266 @default.
• W3121320933 creator A5012699520 @default.
• W3121320933 creator A5055311900 @default.
• W3121320933 date "2012-01-01" @default.
• W3121320933 modified "2023-09-25" @default.
• W3121320933 title "Bias and Bias Correction in Multisite Instrumental Variables Analysis of Heterogeneous Mediator Effects" @default.
• W3121320933 cites W1489537150 @default.
• W3121320933 cites W1525375198 @default.
• W3121320933 cites W1852155379 @default.
• W3121320933 cites W1886305637 @default.
• W3121320933 cites W1980412904 @default.
• W3121320933 cites W1991567646 @default.
• W3121320933 cites W2006019591 @default.
• W3121320933 cites W2045352063 @default.
• W3121320933 cites W2139403502 @default.
• W3121320933 cites W2146433902 @default.
• W3121320933 cites W2156471102 @default.
• W3121320933 cites W2161584222 @default.
• W3121320933 cites W2165144879 @default.
• W3121320933 cites W2169632801 @default.
• W3121320933 cites W2324392187 @default.
• W3121320933 cites W3122892498 @default.
• W3121320933 cites W3126061856 @default.
• W3121320933 cites W3144040573 @default.
• W3121320933 doi "https://doi.org/10.2139/ssrn.2168559" @default.
• W3121320933 hasPublicationYear "2012" @default.
• W3121320933 type Work @default.
• W3121320933 sameAs 3121320933 @default.
• W3121320933 citedByCount "2" @default.
• W3121320933 countsByYear W31213209332013 @default.
• W3121320933 crossrefType "journal-article" @default.
• W3121320933 hasAuthorship W3121320933A5006952581 @default.
• W3121320933 hasAuthorship W3121320933A5008411266 @default.
• W3121320933 hasAuthorship W3121320933A5012699520 @default.
• W3121320933 hasAuthorship W3121320933A5055311900 @default.
• W3121320933 hasConcept C105795698 @default.
• W3121320933 hasConcept C119340705 @default.
• W3121320933 hasConcept C121955636 @default.
• W3121320933 hasConcept C129410224 @default.
• W3121320933 hasConcept C144237770 @default.
• W3121320933 hasConcept C148220186 @default.
• W3121320933 hasConcept C149782125 @default.
• W3121320933 hasConcept C162144332 @default.
• W3121320933 hasConcept C162324750 @default.
• W3121320933 hasConcept C178650346 @default.
• W3121320933 hasConcept C185429906 @default.
• W3121320933 hasConcept C196083921 @default.
• W3121320933 hasConcept C33923547 @default.
• W3121320933 hasConcept C40423286 @default.
• W3121320933 hasConcept C6571938 @default.
• W3121320933 hasConcept C89128539 @default.
• W3121320933 hasConcept C89337504 @default.
• W3121320933 hasConcept C99656134 @default.
• W3121320933 hasConceptScore W3121320933C105795698 @default.
• W3121320933 hasConceptScore W3121320933C119340705 @default.
• W3121320933 hasConceptScore W3121320933C121955636 @default.
• W3121320933 hasConceptScore W3121320933C129410224 @default.
• W3121320933 hasConceptScore W3121320933C144237770 @default.
• W3121320933 hasConceptScore W3121320933C148220186 @default.
• W3121320933 hasConceptScore W3121320933C149782125 @default.
• W3121320933 hasConceptScore W3121320933C162144332 @default.
• W3121320933 hasConceptScore W3121320933C162324750 @default.
• W3121320933 hasConceptScore W3121320933C178650346 @default.
• W3121320933 hasConceptScore W3121320933C185429906 @default.
• W3121320933 hasConceptScore W3121320933C196083921 @default.
• W3121320933 hasConceptScore W3121320933C33923547 @default.
• W3121320933 hasConceptScore W3121320933C40423286 @default.
• W3121320933 hasConceptScore W3121320933C6571938 @default.
• W3121320933 hasConceptScore W3121320933C89128539 @default.
• W3121320933 hasConceptScore W3121320933C89337504 @default.
• W3121320933 hasConceptScore W3121320933C99656134 @default.
• W3121320933 hasLocation W31213209331 @default.
• W3121320933 hasOpenAccess W3121320933 @default.
• W3121320933 hasPrimaryLocation W31213209331 @default.
• W3121320933 hasRelatedWork W1744273656 @default.
• W3121320933 hasRelatedWork W1985885830 @default.
• W3121320933 hasRelatedWork W2059938243 @default.
• W3121320933 hasRelatedWork W2092855950 @default.
• W3121320933 hasRelatedWork W2101793991 @default.
• W3121320933 hasRelatedWork W2269391234 @default.
• W3121320933 hasRelatedWork W2274682953 @default.
• W3121320933 hasRelatedWork W2472230670 @default.
• W3121320933 hasRelatedWork W2559949635 @default.
• W3121320933 hasRelatedWork W2589837973 @default.
• W3121320933 hasRelatedWork W3020411447 @default.
• W3121320933 hasRelatedWork W3082991340 @default.
• W3121320933 hasRelatedWork W3122494147 @default.
• W3121320933 hasRelatedWork W3125023155 @default.
• W3121320933 hasRelatedWork W3125369171 @default.
• W3121320933 hasRelatedWork W3144793951 @default.
• W3121320933 hasRelatedWork W3146206407 @default.
• W3121320933 hasRelatedWork W3177720024 @default.
• W3121320933 hasRelatedWork W73462933 @default.
• W3121320933 hasRelatedWork W782848200 @default.
• W3121320933 isParatext "false" @default.
• W3121320933 isRetracted "false" @default.
• W3121320933 magId "3121320933" @default.

• next