mediateP v0.1.0

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Mediation Analysis Based on the Product Method

Functions for calculating the point and interval estimates of the natural indirect effect (NIE), total effect (TE), and mediation proportion (MP), based on the product approach. We perform the methods considered in Chao Cheng, Donna Spiegelman, and Fan Li. (2020+) <https://github.com/chaochengstat/chaochengstat.github.io/blob/master/manuscript_Epidemiologic_Methods.pdf>.

Functions in mediateP

Name Description
mediate_contY_binaM Mediation analysis function for continuous outcome and binary mediator
Mediate_contY_binaM_bootci Using bootstrap to calculate the confidence intervals in the scenario of continuous outcome and binary mediator.
mediate Mediation analysis based on the product method
Mediate_contY_contM_bootci Using bootstrap to calculate the confidence intervals in the scenario of continuous outcome and continuous mediator.
mediate_binaY_binaM Mediation analysis function for binary outcome and binary mediator
mediate_binaY_contM Mediation analysis function for binary outcome and continuous mediator
Mediate_binaY_binaM_bootci Using bootstrap to calculate the confidence intervals in the scenario of binary outcome and binary mediator.
mediate_contY_contM Mediation analysis function for continuous outcome and mediator
Mediate_binaY_contM_bootci Using bootstrap to calculate the confidence intervals in the scenario of binary outcome and continuous mediator.
print.mediate Print mediation results
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Details

Type Package
License GPL
Encoding UTF-8
LazyData true
RoxygenNote 7.1.1
NeedsCompilation no
Packaged 2021-01-08 20:10:09 UTC; chaocheng
Repository CRAN
Date/Publication 2021-01-13 11:30:02 UTC
imports boot
depends R (>= 3.6.0)
Contributors Chao Cheng

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