accelmissing: Missing Value Imputation for Accelerometer Data

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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.

Author
Jung Ae Lee <jungaeleeb@gmail.com>
Date of publication
2016-07-06 01:11:37
Maintainer
Jung Ae Lee <jungaeleeb@gmail.com>
License
GPL (>= 2)
Version
1.1

View on CRAN

Man pages

acceldata
Accelerometer Data Example
acceldata2
Accelerometer Data Example 2
accelimp
Accelerometer Data Example with Imputations
accel.impute
Missing Value Imputation for Accelerometer Data
accelmissing-package
accelmissing
accel.plot.7days
Daily Activity Plot
create.flag
Create a Missing Flag Matrix
mice.impute.2l.zipln
Imputation by Bayesian ZIPLN model.
mice.impute.2l.zipln.pmm
Imputation by PMM under ZIPLN model.
mice.impute.2l.zip.pmm
Imputation by PMM under ZIP model.
missing.rate
Computing Missing Rate
valid.days
Select the Valid Days
valid.subjects
Include or Exclude Subjects by Criteria
wear.time.plot
Proportion of Wearing over Time

Files in this package

accelmissing
accelmissing/NAMESPACE
accelmissing/data
accelmissing/data/acceldata2.RData
accelmissing/data/accelimp.RData
accelmissing/data/datalist
accelmissing/data/acceldata.RData
accelmissing/R
accelmissing/R/ACCELMISSING.R
accelmissing/MD5
accelmissing/DESCRIPTION
accelmissing/man
accelmissing/man/accelimp.Rd
accelmissing/man/accel.impute.Rd
accelmissing/man/mice.impute.2l.zipln.pmm.Rd
accelmissing/man/valid.days.Rd
accelmissing/man/missing.rate.Rd
accelmissing/man/create.flag.Rd
accelmissing/man/mice.impute.2l.zip.pmm.Rd
accelmissing/man/mice.impute.2l.zipln.Rd
accelmissing/man/accelmissing-package.Rd
accelmissing/man/wear.time.plot.Rd
accelmissing/man/valid.subjects.Rd
accelmissing/man/acceldata2.Rd
accelmissing/man/accel.plot.7days.Rd
accelmissing/man/acceldata.Rd