accelmissing: Missing Value Imputation for Accelerometer Data (original) (raw)
Imputation for the missing count values in accelerometer data. The methodology includes both parametric and semi-parametric multiple imputations under the zero-inflated Poisson lognormal model. This package also provides multiple functions to pre-process the accelerometer data previous to the missing data imputation. These includes detecting wearing and non-wearing time, selecting valid days and subjects, and creating plots.
Version: | 1.4 |
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Depends: | R (≥ 2.10), mice, pscl |
Published: | 2018-04-06 |
DOI: | 10.32614/CRAN.package.accelmissing |
Author: | Jung Ae Lee |
Maintainer: | Jung Ae Lee |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | no |
In views: | MissingData |
CRAN checks: | accelmissing results |
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