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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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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

5 tracked
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