Variable selection for causal mediation analysis using LASSO-based methods
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DOI: 10.1177/0962280221997505
Abstract: Causal mediation effect estimates can be obtained from marginal structural models using inverse probability weighting with appropriate weights. In order to compute weights, treatment and mediator propensity score models need to be fitted first. If… read more here.
Keywords: score models; causal mediation; mediation; effect ... See more keywords
Polygenic Score Models for Alzheimer’s Disease: From Research to Clinical Applications
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DOI: 10.3389/fnins.2021.650220
Abstract: The high prevalence of Alzheimer’s disease (AD) among the elderly population and its lack of effective treatments make this disease a critical threat to human health. Recent epidemiological and genetics studies have revealed the polygenic… read more here.
Keywords: score models; alzheimer disease; research clinical; polygenic score ... See more keywords