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The measure reads as a proportion only when the two pieces point the same way. With opposite signs the denominator is a difference of magnitudes and the ratio can exceed one or go negative – information, not an error, so it is returned with a flag rather than clamped.

Usage

PropMd(NIE, NDE)

Arguments

NIE

Natural indirect effect.

NDE

Natural direct effect.

Value

List with estimate, te, same_sign.

Details

Formula: PM = NIE / (NIE + NDE).

References

VanderWeele, T. J. (2013). Epidemiology 24:175-176; VanderWeele (2015), Explanation in Causal Inference, section 2.7.

Examples

PropMd(NIE = 5L, NDE = 5L)
#> $estimate
#> [1] 0.5
#> 
#> $te
#> [1] 10
#> 
#> $same_sign
#> [1] 1
#> 
#> $method
#> [1] "Proportion mediated, NIE / TE"
#> 
#> attr(,"class")
#> [1] "morie_rich_result" "list"