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

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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) \url{http://www.zew.de/PU70410}.

Author
Stephan Dlugosz
Date of publication
2016-09-03 16:39:16
Maintainer
Stephan Dlugosz <stephan.dlugosz@googlemail.com>
License
GPL-3
Version
0.2.0

View on CRAN

Man pages

boot.misclassGLM
Compute Bootstrapped Standard Errors for 'misclassGLM' Fits
boot.misclassMlogit
Compute Bootstrapped Standard Errors for 'misclassMlogit'...
mfx.misclassGLM
Compute Marginal Effects for 'misclassGLM' Fits
mfx.misclassMlogit
Compute Marginal Effects for 'misclassMlogit' Fits
misclassGLM
misclassGLM
misclassMlogit
Mlogit estimation under misclassified covariate
predict.misclassGLM
Predict Method for 'misclassGLM' Fits
predict.misclassMlogit
Predict Method for 'misclassMlogit' Fits
simulate_GLM_dataset
Simulate a Data Set to Use With 'misclassGLM'
simulate_mlogit_dataset
Simulate a Data Set to Use With 'misclassMlogit'

Files in this package

misclassGLM
misclassGLM/src
misclassGLM/src/misclassGLMhelper.c
misclassGLM/NAMESPACE
misclassGLM/R
misclassGLM/R/misclassMLogit.R
misclassGLM/R/misclassGLM-package.R
misclassGLM/R/misclassMlogitHelper.R
misclassGLM/R/common.R
misclassGLM/R/misclassGLMhelper.R
misclassGLM/R/misclassGLM.R
misclassGLM/MD5
misclassGLM/DESCRIPTION
misclassGLM/man
misclassGLM/man/simulate_GLM_dataset.Rd
misclassGLM/man/boot.misclassGLM.Rd
misclassGLM/man/misclassMlogit.Rd
misclassGLM/man/mfx.misclassGLM.Rd
misclassGLM/man/mfx.misclassMlogit.Rd
misclassGLM/man/misclassGLM.Rd
misclassGLM/man/predict.misclassMlogit.Rd
misclassGLM/man/simulate_mlogit_dataset.Rd
misclassGLM/man/predict.misclassGLM.Rd
misclassGLM/man/boot.misclassMlogit.Rd