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.

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Description file content

Package
augSIMEX
Type
Package
Title
Analysis of Data with Mixed Measurement Error and Misclassification in Covariates
Version
3.1
Date
2018-11-04
Author
Qihuang Zhang , Grace Y. Yi
Maintainer
Qihuang Zhang
Description
Implementation of the augmented Simulation-Extrapolation (SIMEX) algorithm proposed by Yi et al. (2015) 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.
License
GPL (>= 2)
Imports
Rcpp (>= 0.12.11), MASS, rootSolve, stats, graphics, Formula
LinkingTo
Rcpp
NeedsCompilation
yes
Packaged
2018-11-05 19:40:00 UTC; Qihuang
Repository
CRAN
Date/Publication
2018-11-05 20:00:07 UTC

install.packages('augSIMEX')

3.1

12 days ago

Qihuang Zhang

GPL (>= 2)

Imports

Rcpp (>= 0.12.11), MASS, rootSolve, stats, graphics, Formula

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