Estimation and visualization of heterogeneous treatment effects for multiple outcomes
Sign Up to like & getrecommendations! Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9638
Abstract: We consider two‐arm comparison in clinical trials. The objective is to identify a population with characteristics that make the treatment effective. Such a population is called a subgroup. This identification can be made by estimating… read more here.
Keywords: heterogeneous treatment; treatment effects; estimation visualization; visualization heterogeneous ... See more keywords
Gender Differences in the Consequences of Divorce: A Study of Multiple Outcomes
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DOI: 10.1007/s13524-018-0667-6
Abstract: In this study, I examined gender differences in the consequences of divorce by tracing annual change in 20 outcome measures covering four domains: economic, housing and domestic, health and well-being, and social. I used data… read more here.
Keywords: gender differences; consequences divorce; multiple outcomes; study ... See more keywords
Multiple outcomes and analyses in clinical trials create challenges for interpretation and research synthesis.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of clinical epidemiology"
DOI: 10.1016/j.jclinepi.2017.05.007
Abstract: OBJECTIVE To identify variations in outcomes and results across reports of randomized clinical trials (RCTs). STUDY DESIGN AND SETTING Eligible RCTs examined gabapentin for neuropathic pain and quetiapine for bipolar depression, reported in public (e.g.,… read more here.
Keywords: trials create; create challenges; multiple outcomes; clinical trials ... See more keywords
More than a Bit of Fun: The Multiple Outcomes of a Bioblitz
Sign Up to like & getrecommendations! Published in 2023 at "Bioscience"
DOI: 10.1093/biosci/biac100
Abstract: Abstract Bioblitzes are a popular approach to engage people and collect biodiversity data. Despite this, few studies have actually evaluated the multiple outcomes of bioblitz activities. We used a systematic review, an analysis of data… read more here.
Keywords: fun multiple; bit fun; biodiversity; multiple outcomes ... See more keywords
Spatial Difference Boundary Detection for Multiple Outcomes Using Bayesian Disease Mapping.
Sign Up to like & getrecommendations! Published in 2022 at "Biostatistics"
DOI: 10.1093/biostatistics/kxac013
Abstract: Regional aggregates of health outcomes over delineated administrative units (e.g., states, counties, and zip codes), or areal units, are widely used by epidemiologists to map mortality or incidence rates and capture geographic variation. To capture… read more here.
Keywords: difference boundary; spatial difference; boundary detection; multiple outcomes ... See more keywords
Vitruvian plot: a visualisation tool for multiple outcomes in network meta-analysis
Sign Up to like & getrecommendations! Published in 2022 at "Evidence-Based Mental Health"
DOI: 10.1136/ebmental-2022-300457
Abstract: Objective A network meta-analysis (NMA) usually assesses multiple outcomes across several treatment comparisons. The Vitruvian plot aims to facilitate communication of multiple outcomes from NMAs to patients and clinicians. Methods We developed this tool following… read more here.
Keywords: multiple outcomes; meta analysis; vitruvian plot; network meta ... See more keywords
Using multiple outcomes in intervention studies: improving power while controlling type I errors
Sign Up to like & getrecommendations! Published in 2023 at "F1000Research"
DOI: 10.12688/f1000research.73520.2
Abstract: Background The CONSORT guidelines for clinical trials recommend using a single primary outcome, to guard against excess false positive findings when multiple measures are considered. However, statistical power can be increased while controlling the familywise… read more here.
Keywords: intervention studies; power; bonferroni correction; multiple outcomes ... See more keywords