ipwErrorY
Inverse Probability Weighted Estimation of Average Treatment Effect with Misclassified Binary Outcome
Description
An implementation of the correction methods proposed by Shu and Yi (2017) <doi:10.1177/0962280217743777> for the inverse probability weighted (IPW) estimation of average treatment effect (ATE) with misclassified binary outcomes. Logistic regression model is assumed for treatment model for all implemented correction methods, and is assumed for the outcome model for the implemented doubly robust correction method. Misclassification probability given a true value of the outcome is assumed to be the same for all individuals.
Downloads
242
Last 30 days
18565th
575
Last 90 days
2.1K
Last year
Trend: +28.7% (30d vs prior 30d)
CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Di Shu <shudi1991@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Di",
family = "Shu",
role = c("aut", "cre"),
email = "shudi1991@gmail.com"),
person(given = c("Grace", "Y."),
family = "Yi",
role = "aut",
email = "yyi@uwaterloo.ca"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Di Shu <shudi1991@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Di",
family = "Shu",
role = c("aut", "cre"),
email = "shudi1991@gmail.com"),
person(given = c("Grace", "Y."),
family = "Yi",
role = "aut",
email = "yyi@uwaterloo.ca"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Di Shu <shudi1991@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Di",
family = "Shu",
role = c("aut", "cre"),
email = "shudi1991@gmail.com"),
person(given = c("Grace", "Y."),
family = "Yi",
role = "aut",
email = "yyi@uwaterloo.ca"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Di Shu <shudi1991@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Di",
family = "Shu",
role = c("aut", "cre"),
email = "shudi1991@gmail.com"),
person(given = c("Grace", "Y."),
family = "Yi",
role = "aut",
email = "yyi@uwaterloo.ca"))
as necessary.