Articles with "jointly modeling" as a keyword



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Jointly modeling of sleep variables that are objectively measured by wrist actigraphy

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Published in 2022 at "Statistics in Medicine"

DOI: 10.1002/sim.9385

Abstract: Recently developed actigraphy devices have made it possible for continuous and objective monitoring of sleep over multiple nights. Sleep variables captured by wrist actigraphy devices include sleep onset, sleep end, total sleep time, wake time… read more here.

Keywords: time; wrist actigraphy; actigraphy; sleep variables ... See more keywords
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Jointly Modeling Participant-Level Data and Summary Statistics for Treatment Differences

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Published in 2022 at "Multivariate Behavioral Research"

DOI: 10.1080/00273171.2022.2030204

Abstract: Cumulative data analysts typically rely on two frameworks: meta-analysis (MA) of aggregate data (AD, i.e., summary statistics) and integrative data analysis (IDA) of individual participant data (IPD). In practice, AD may be available from some… read more here.

Keywords: data summary; treatment differences; jointly modeling; ipd ... See more keywords