PS.ConvertFrom.Weight: Convert the Inverse Probability Weight (IPW) for ATE to...
In fiona19832008/PSLB: Propensity Score Analysis with Local Balance
PS.ConvertFrom.Weight R Documentation
Convert the Inverse Probability Weight (IPW) for ATE to Propensity Score
Description
This function converts the IPW weights from PSLB 2 to the corresponding propensity scores. When the subject i is
in the untreated group, the converted propensity score is 1-(1/weight_i). When the subject i is in the treated group,
converted propensity score is 1/weight_i.
Usage
PS.ConvertFrom.Weight(w, Z)
Arguments
w
The input IPW weights.
Z
The binary treatment indicator. A vector with 2 unique numeric values in 0 = untreated and 1 = treated.
Value
The vector contanining the converted propensity score.
fiona19832008/PSLB documentation built on April 14, 2022, 12:41 a.m.
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| PS.ConvertFrom.Weight | R Documentation |
Convert the Inverse Probability Weight (IPW) for ATE to Propensity Score
Description
This function converts the IPW weights from PSLB 2 to the corresponding propensity scores. When the subject i is in the untreated group, the converted propensity score is 1-(1/weight_i). When the subject i is in the treated group, converted propensity score is 1/weight_i.
Usage
PS.ConvertFrom.Weight(w, Z)
Arguments
w |
The input IPW weights. |
Z |
The binary treatment indicator. A vector with 2 unique numeric values in 0 = untreated and 1 = treated. |
Value
The vector contanining the converted propensity score.
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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