accelmissing: Missing Value Imputation for Accelerometer Data
Version 1.1

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.

Browse man pages Browse package API and functions Browse package files

AuthorJung Ae Lee <jungaeleeb@gmail.com>
Date of publication2016-07-06 01:11:37
MaintainerJung Ae Lee <jungaeleeb@gmail.com>
LicenseGPL (>= 2)
Version1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("accelmissing")

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

Functions

accel.imp Man page
accel.imputation Man page
accel.impute Man page Source code
accel.plot.7days Man page Source code
acceldata Man page
acceldata2 Man page
accelimp Man page
accelmissing Man page
accelmissing-package Man page
create.flag Man page Source code
mice.impute.2l.zip.pmm Man page Source code
mice.impute.2l.zipln Man page Source code
mice.impute.2l.zipln.pmm Man page Source code
missing.rate Man page Source code
valid.days Man page Source code
valid.subjects Man page Source code
wear.time.plot Man page Source code

Files

NAMESPACE
data
data/acceldata2.RData
data/accelimp.RData
data/datalist
data/acceldata.RData
R
R/ACCELMISSING.R
MD5
DESCRIPTION
man
man/accelimp.Rd
man/accel.impute.Rd
man/mice.impute.2l.zipln.pmm.Rd
man/valid.days.Rd
man/missing.rate.Rd
man/create.flag.Rd
man/mice.impute.2l.zip.pmm.Rd
man/mice.impute.2l.zipln.Rd
man/accelmissing-package.Rd
man/wear.time.plot.Rd
man/valid.subjects.Rd
man/acceldata2.Rd
man/accel.plot.7days.Rd
man/acceldata.Rd
accelmissing documentation built on May 19, 2017, 11:09 a.m.