Balancing tests in stratified randomized controlled trials: A cautionary note

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dc.contributor.authorSERGIO PINHEIRO FIRPO
dc.contributor.authorFoguel, Miguel N.
dc.contributor.authorJales, Hugo
dc.coverage.paisNão Informadopt_BR
dc.creatorFoguel, Miguel N.
dc.creatorJales, Hugo
dc.date.accessioned2022-10-11T16:11:43Z
dc.date.available2022-10-11T16:11:43Z
dc.date.issued2020
dc.description.notesTexto Completopt_BR
dc.description.otherWe study the properties of imbalances tests of predetermined characteristics (covariates) in stratified randomized controlled trials. When the parameter of interest is a weighted average of the causal effects at all strata, then a test statistic based on a fixed effects regression model may suffice to detect the relevant imbalances. This will be true under a condition on the partial correlation between covariates and the outcome variable (uniformity condition). If that condition is violated, then the test based on the fixed effects regression will lack power. In that case, a test based on the fully saturated regression model can overcome this problem. Finally, we provide an omnibus test for the relevance of controlling for the covariates when estimating the average treatment effect (ATE).pt_BR
dc.format.extent4 p.pt_BR
dc.format.mediumDigitalpt_BR
dc.identifier.doihttps://doi.org/10.1016/j.econlet.2019.108771pt_BR
dc.identifier.issn0165-1765pt_BR
dc.identifier.urihttps://repositorio.insper.edu.br/handle/11224/4233
dc.identifier.volume186pt_BR
dc.language.isoInglêspt_BR
dc.publisherElsevierpt_BR
dc.relation.ispartofEconomics Letterspt_BR
dc.rights.licenseO INSPER E ESTE REPOSITÓRIO NÃO DETÊM OS DIREITOS DE USO E REPRODUÇÃO DOS CONTEÚDOS AQUI REGISTRADOS. É RESPONSABILIDADE DO USUÁRIO VERIFICAR OS USOS PERMITIDOS NA FONTE ORIGINAL, RESPEITANDO-SE OS DIREITOS DE AUTOR OU EDITOR.pt_BR
dc.subject.keywordsBalancing testspt_BR
dc.subject.keywordsStratificationpt_BR
dc.subject.keywordsRandomized controlled trialpt_BR
dc.titleBalancing tests in stratified randomized controlled trials: A cautionary notept_BR
dc.typejournal article
dspace.entity.typePublication
local.identifier.sourceUrihttps://www.sciencedirect.com/science/article/pii/S0165176519303878?via%3Dihub
local.subject.cnpqCiências Exatas e da Terrapt_BR
local.typeArtigo Científicopt_BR
relation.isAuthorOfPublication1063735c-3cb1-4177-82ac-0d9814544887
relation.isAuthorOfPublication.latestForDiscovery1063735c-3cb1-4177-82ac-0d9814544887

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