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accelmissing

Missing Value Imputation for Accelerometer Data

v2.2 · May 30, 2025 · GPL (>= 2)

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.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies mice pscl accelmissing

Version History

new 2.2 Mar 9, 2026