Direction Dependence Analysis in the Presence of Confounders: Applications to Linear Mediation Models Using Observational Data
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DOI: 10.1080/00273171.2018.1528542
Abstract: Abstract Statistical methods to identify mis-specifications of linear regression models with respect to the direction of dependence (i.e. whether or better approximates the data-generating mechanism) have received considerable attention. Direction dependence analysis (DDA) constitutes such… read more here.
Keywords: direction; dependence analysis; school; direction dependence ... See more keywords
Direction of Dependence Between Specific Symptoms of Depression: A Non-Gaussian Approach
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DOI: 10.1177/2167702619875410
Abstract: Psychopathology could arise from direct interactions between symptoms. Evidence suggests that the mechanisms underlying somatic and cognitive-affective symptoms of depression are different. The aim of this study was to explore dynamic associations among cognitive-affective depression… read more here.
Keywords: symptoms depression; direction dependence; psychopathology;