augSIMEX: Analysis of Data with Mixed Measurement Error and Misclassification in Covariates

Implementation of the augmented Simulation-Extrapolation (SIMEX) algorithm proposed by Yi et al. (2015) <doi:10.1080/01621459.2014.922777> for analyzing the data with mixed measurement error and misclassification. The main function provides a similar summary output as that of glm() function. Both parametric and empirical SIMEX are considered in the package.

Package details

AuthorQihuang Zhang <qihuang.zhang@uwaterloo.ca>, Grace Y. Yi <yyi@uwaterloo.ca>
MaintainerQihuang Zhang <qihuang.zhang@uwaterloo.ca>
LicenseGPL (>= 2)
Version3.7.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("augSIMEX")

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augSIMEX documentation built on April 23, 2020, 5:08 p.m.