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misclassGLM

Computation of Generalized Linear Models with Misclassified Covariates Using Side Information

v0.3.6 · Sep 3, 2025 · GPL-3

Description

Estimates models that extend the standard GLM to take misclassification into account. The models require side information from a secondary data set on the misclassification process, i.e. some sort of misclassification probabilities conditional on some common covariates. A detailed description of the algorithm can be found in Dlugosz, Mammen and Wilke (2015) <https://ftp.zew.de/pub/zew-docs/dp/dp15043.pdf>.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
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 History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies Matrix MASS ucminf numDeriv foreach mlogit misclassGLM

Version History

new 0.3.6 Mar 10, 2026
updated 0.3.6 ← 0.3.5 diff Sep 3, 2025
updated 0.3.5 ← 0.3.2 diff Nov 18, 2023
updated 0.3.2 ← 0.2.0 diff Feb 9, 2020
new 0.2.0 Sep 2, 2016