Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310820144> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4310820144 abstract "Construction of just-in-time adaptive interventions, such as prompts delivered by mobile apps to promote and maintain behavioral change, requires knowledge about time-varying moderated effects to inform when and how we deliver intervention options. Micro-randomized trials (MRT) have emerged as a sequentially randomized design to gather requisite data for effect estimation. The existing literature (Qian et al., 2020; Boruvka et al., 2018; Dempsey et al., 2020) has defined a general class of causal estimands, referred to as causal excursion effects, to assess the time-varying moderated effect. However, there is limited statistical literature on how to address potential between-cluster treatment effect heterogeneity and within-cluster interference in a sequential treatment setting for longitudinal binary outcomes. In this paper, based on a cluster conceptualization of the potential outcomes, we define a larger class of direct and indirect causal excursion effects for proximal and lagged binary outcomes, and propose a new inferential procedure that addresses effect heterogeneity and interference. We provide theoretical guarantees of consistency and asymptotic normality of the estimator. Extensive simulation studies confirm our theory empirically and show the proposed procedure provides consistent point estimator and interval estimates with valid coverage. Finally, we analyze a data set from a multi-institution MRT study to assess the time-varying moderated effects of mobile prompts upon binary study engagement outcomes." @default.
- W4310820144 created "2022-12-18" @default.
- W4310820144 creator A5034218648 @default.
- W4310820144 creator A5034878784 @default.
- W4310820144 creator A5078266198 @default.
- W4310820144 date "2022-12-02" @default.
- W4310820144 modified "2023-10-10" @default.
- W4310820144 title "Estimating Time-Varying Direct and Indirect Causal Excursion Effects with Longitudinal Binary Outcomes" @default.
- W4310820144 doi "https://doi.org/10.48550/arxiv.2212.01472" @default.
- W4310820144 hasPublicationYear "2022" @default.
- W4310820144 type Work @default.
- W4310820144 citedByCount "0" @default.
- W4310820144 crossrefType "posted-content" @default.
- W4310820144 hasAuthorship W4310820144A5034218648 @default.
- W4310820144 hasAuthorship W4310820144A5034878784 @default.
- W4310820144 hasAuthorship W4310820144A5078266198 @default.
- W4310820144 hasBestOaLocation W43108201441 @default.
- W4310820144 hasConcept C105795698 @default.
- W4310820144 hasConcept C107038049 @default.
- W4310820144 hasConcept C138885662 @default.
- W4310820144 hasConcept C149782125 @default.
- W4310820144 hasConcept C154945302 @default.
- W4310820144 hasConcept C15744967 @default.
- W4310820144 hasConcept C158600405 @default.
- W4310820144 hasConcept C177264268 @default.
- W4310820144 hasConcept C17744445 @default.
- W4310820144 hasConcept C185429906 @default.
- W4310820144 hasConcept C199360897 @default.
- W4310820144 hasConcept C199539241 @default.
- W4310820144 hasConcept C2776436953 @default.
- W4310820144 hasConcept C2779466056 @default.
- W4310820144 hasConcept C2780550144 @default.
- W4310820144 hasConcept C33923547 @default.
- W4310820144 hasConcept C41008148 @default.
- W4310820144 hasConcept C48372109 @default.
- W4310820144 hasConcept C90734943 @default.
- W4310820144 hasConcept C94375191 @default.
- W4310820144 hasConceptScore W4310820144C105795698 @default.
- W4310820144 hasConceptScore W4310820144C107038049 @default.
- W4310820144 hasConceptScore W4310820144C138885662 @default.
- W4310820144 hasConceptScore W4310820144C149782125 @default.
- W4310820144 hasConceptScore W4310820144C154945302 @default.
- W4310820144 hasConceptScore W4310820144C15744967 @default.
- W4310820144 hasConceptScore W4310820144C158600405 @default.
- W4310820144 hasConceptScore W4310820144C177264268 @default.
- W4310820144 hasConceptScore W4310820144C17744445 @default.
- W4310820144 hasConceptScore W4310820144C185429906 @default.
- W4310820144 hasConceptScore W4310820144C199360897 @default.
- W4310820144 hasConceptScore W4310820144C199539241 @default.
- W4310820144 hasConceptScore W4310820144C2776436953 @default.
- W4310820144 hasConceptScore W4310820144C2779466056 @default.
- W4310820144 hasConceptScore W4310820144C2780550144 @default.
- W4310820144 hasConceptScore W4310820144C33923547 @default.
- W4310820144 hasConceptScore W4310820144C41008148 @default.
- W4310820144 hasConceptScore W4310820144C48372109 @default.
- W4310820144 hasConceptScore W4310820144C90734943 @default.
- W4310820144 hasConceptScore W4310820144C94375191 @default.
- W4310820144 hasLocation W43108201441 @default.
- W4310820144 hasLocation W43108201442 @default.
- W4310820144 hasOpenAccess W4310820144 @default.
- W4310820144 hasPrimaryLocation W43108201441 @default.
- W4310820144 hasRelatedWork W1486720777 @default.
- W4310820144 hasRelatedWork W2323144091 @default.
- W4310820144 hasRelatedWork W2362407587 @default.
- W4310820144 hasRelatedWork W2531253623 @default.
- W4310820144 hasRelatedWork W2947935833 @default.
- W4310820144 hasRelatedWork W2984230149 @default.
- W4310820144 hasRelatedWork W3097042218 @default.
- W4310820144 hasRelatedWork W4205248644 @default.
- W4310820144 hasRelatedWork W4362575170 @default.
- W4310820144 hasRelatedWork W4376652961 @default.
- W4310820144 isParatext "false" @default.
- W4310820144 isRetracted "false" @default.
- W4310820144 workType "article" @default.