aiptw: Augmented Inverse Probability Treatment Weighted (A-IPTW)...
In tranlm/reproducibilityR: Implementing Reproducibility via R packages
Description
Usage
Arguments
Details
Value
Description
aiptw Returns the estimate of E Y_a using the efficient estimator developed by Robins et al.
Usage
1
aiptw(abar, a, g_a, Q_aw, y)
Arguments
abar
Treatment of interest
a
Indicator of treatment assignment
g_a
Estimate of g(A|W)
Q_aw
Estimate of Q(Y|A,W)
y
Indicator of outcome observed
Details
Requires that both g_a and Q_aw be fit manually outside of the function.
Value
aiptw returns the A-IPTW estimate.
tranlm/reproducibilityR documentation built on May 31, 2019, 7:45 p.m.
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Description Usage Arguments Details Value
Description
aiptw Returns the estimate of E Y_a using the efficient estimator developed by Robins et al.
Usage
1 | aiptw(abar, a, g_a, Q_aw, y)
|
Arguments
abar |
Treatment of interest |
a |
Indicator of treatment assignment |
g_a |
Estimate of g(A|W) |
Q_aw |
Estimate of Q(Y|A,W) |
y |
Indicator of outcome observed |
Details
Requires that both g_a and Q_aw be fit manually outside of the function.
Value
aiptw returns the A-IPTW estimate.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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