Articles with "semicontinuous data" as a keyword



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Direct and flexible marginal inference for semicontinuous data

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Published in 2017 at "Statistical Methods in Medical Research"

DOI: 10.1177/0962280215602290

Abstract: The marginalized two-part (MTP) model for semicontinuous data proposed by Smith et al. provides direct inference for the effect of covariates on the marginal mean of positively continuous data with zeros. This brief note addresses… read more here.

Keywords: semicontinuous data; flexible marginal; direct flexible; mtp model ... See more keywords
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A joint model for multivariate hierarchical semicontinuous data with replications

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Published in 2019 at "Statistical Methods in Medical Research"

DOI: 10.1177/0962280217738141

Abstract: Longitudinal data are often collected in biomedical applications in such a way that measurements on more than one response are taken from a given subject repeatedly overtime. For some problems, these multiple profiles need to… read more here.

Keywords: joint model; multivariate; model; hierarchical semicontinuous ... See more keywords