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- W2484067456 abstract "This chapter reviews and compares the existing analytic methods for investigating causal mediation with experimental or quasi-experimental data. Experimental data typically involve the randomization of treatment only; quasi-experimental data do not involve experimental manipulation of either the treatment or the mediator. To ease the comparison across these various analytic methods, this review is restricted to the case of a single mediator. The causal effects of key interest are the natural direct effect and the natural indirect effect as defined in Chapter 9 that decompose the total effect. Some of the analytic methods are well-known whereas others have been proposed only recently. A comparison of identification and model-based assumptions across all these methods are summarized in tables." @default.
- W2484067456 created "2016-08-23" @default.
- W2484067456 creator A5041762435 @default.
- W2484067456 date "2015-07-16" @default.
- W2484067456 modified "2023-10-14" @default.
- W2484067456 title "Existing analytic methods for investigating causal mediation mechanisms" @default.
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- W2484067456 doi "https://doi.org/10.1002/9781119030638.ch10" @default.
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