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DESCRIPTION
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DESCRIPTION
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Package: CCEMI
Type: Package
Title: Multiple Imputation of More than One Exposure with Non-differential Measurement Error
Version: 0.2.0
Author: Yuanzhi Yu, Qixuan Chen
Maintainer: Yuanzhi Yu <[email protected]>
Authors@R:
c(person("Yuanzhi","Yu",
email = "[email protected]", role = c("aut", "cre")),
person("Qixuan","Chen",
email = "[email protected]", role = c("aut", "cre")))
Description: Constrained Iterative Conditional Imputation (CICI) treats the true concentrations in the new samples as missing and utilize multiple imputation to fill in these values based on the non-differential measurement error (NDME) assumption. We further extend the CICI method to the setting when some of exposure measures are only known to be below some thresholds or limits of detection (LODs).
License: MIT
Encoding: UTF-8
LazyData: true
Imports:
bootImpute,
mice,
AER,
MCMCglmm
RoxygenNote: 7.2.1