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://www.zew.de/publikationen/generalised-partially-linear-regression-with-misclassified-data-and-an-application-to-labour-market-transitions.


misclassGLM documentation built on Nov. 19, 2023, 9:06 a.m.