Description Usage Arguments Details Value References Examples
Present a plot for the bounds of harm rate from the treatment to the outcome.
1 | plot_bound(Tr, S, Y, c3 = 1)
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Tr |
Treatment variable, a vector taking value 1 or 0. |
S |
Surrogate variable, a vector taking value 1 or 0. |
Y |
Outcome variable, a vector taking value 1 or 0. |
c3 |
0<=c3<=1, representing the upper bound for the propotion of the individuals that do not conform to causal necessity. |
This function plots the lower and upper sharp bounds of harm rate from the treatment to the surrogate when c1 varies.
Lower and upper bound of the harm rate from the treatment to the outcome, and whether the individual surrogate paradox manifests.
Ma, L., Yin, Y., Liu, L. and Geng, Z. On the Individual Surrogate Paradox. Submitted
1 | plot_bound(Tr = ACCORD_eye[, 1], S = ACCORD_eye[, 2], Y = ACCORD_eye[, 3], c3 = 0)
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