accelmissing-package: Missing Value Imputation for Accelerometer Data
In accelmissing: Missing Value Imputation for Accelerometer Data
accelmissing-package R Documentation
Missing Value Imputation for Accelerometer Data
Description
We present a statistical method for imputing missing values in accelerometer data. The methodology includes both parametric and semi-parametric multiple imputation under the zero-inflated Poisson lognormal model. It also offers several functions to preprocess accelerometer data before imputation. These include detecting wear and non-wear time, selecting valid days and subjects, and generating plots.
Details
Package: accelmissing
Type: Package
Version: 2.2
Date: 2025-05-30
License: GPL (>=2)
Author(s)
Jung Ae Lee <jungae.lee@umassmed.edu>
Maintainer: Jung Ae Lee <jungaeleeb@gmail.com>
References
Lee JA, Gill J (2016). Missing value imputation for physical activity data measured by accelerometer. Statistical Methods and Medical Research.
See Also
mice, pscl
accelmissing documentation built on June 8, 2025, 1:54 p.m.
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| accelmissing-package | R Documentation |
Missing Value Imputation for Accelerometer Data
Description
We present a statistical method for imputing missing values in accelerometer data. The methodology includes both parametric and semi-parametric multiple imputation under the zero-inflated Poisson lognormal model. It also offers several functions to preprocess accelerometer data before imputation. These include detecting wear and non-wear time, selecting valid days and subjects, and generating plots.
Details
| Package: | accelmissing |
| Type: | Package |
| Version: | 2.2 |
| Date: | 2025-05-30 |
| License: | GPL (>=2) |
Author(s)
Jung Ae Lee <jungae.lee@umassmed.edu>
Maintainer: Jung Ae Lee <jungaeleeb@gmail.com>
References
Lee JA, Gill J (2016). Missing value imputation for physical activity data measured by accelerometer. Statistical Methods and Medical Research.
See Also
mice, pscl
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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