misclassGLM-package: misclassGLM: Computation of Generalized Linear Models with...

misclassGLM-packageR Documentation

misclassGLM: Computation of Generalized Linear Models with Misclassified Covariates Using Side Information

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.

Author(s)

Maintainer: Stephan Dlugosz stephan.dlugosz@googlemail.com


misclassGLM documentation built on Sept. 9, 2025, 5:29 p.m.