Missing Value Imputation for Accelerometer Data

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.


Reference manual

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1.4 by Jung Ae Lee, a year ago

Browse source code at https://github.com/cran/accelmissing

Authors: Jung Ae Lee <[email protected]>

Documentation:   PDF Manual  

Task views: Missing Data

GPL (>= 2) license

Depends on mice, pscl

See at CRAN