Proposes a fractional imputation plus semi-parametric EM framework for estimating natural direct and indirect effects under deterministic left-censoring of the mediator by assay limit of quantification.
Biometrics , volume=
3 Pith papers cite this work. Polarity classification is still indexing.
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Reordering flows in regression by composition changes the implied conditional distributions, model parameter interpretations, and associated estimation problems.
A discussion paper examining variation-independent regression through composition of statistical models.
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Evaluating causal indirect effects when mediators are left-censored by assay limit of quantification
Proposes a fractional imputation plus semi-parametric EM framework for estimating natural direct and indirect effects under deterministic left-censoring of the mediator by assay limit of quantification.
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Order Dependence in Regression by Composition: Discussion on "Regression by Composition'' by Farewell, Daniel, Stensrud, and Huitfeldt
Reordering flows in regression by composition changes the implied conditional distributions, model parameter interpretations, and associated estimation problems.
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Toward Variation-Independent Regression by Composition
A discussion paper examining variation-independent regression through composition of statistical models.