AsynchLong: Regression Analysis of Sparse Asynchronous Longitudinal Data
Version 2.0

Estimation of regression models for sparse asynchronous longitudinal observations, where time-dependent response and covariates are mismatched and observed intermittently within subjects. Kernel weighted estimating equations are used for generalized linear models with either time-invariant or time-dependent coefficients.

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AuthorHongyuan Cao, Donglin Zeng, Jialiang Li, Jason P. Fine, and Shannon T. Holloway
Date of publication2016-01-23 01:31:42
MaintainerShannon T. Holloway <sthollow@ncsu.edu>
LicenseGPL-2
Version2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("AsynchLong")

Man pages

asynchDataTD: Generated Asynchronous Longitudinal Data with Time-Dependent...
asynchDataTI: Generated Asynchronous Longitudinal Data with Time-Invariant...
asynchHK: Regression Analysis for Time-Invariant Coefficients Using...
AsynchLong-package: Regression Analysis of Sparse Asynchronous Longitudinal Data
asynchLV: Regression Analysis Using Last Value Carried Forward
asynchTD: Regression Analysis for Time-Dependent Coefficients
asynchTI: Regression Analysis for Time-Invariant Coefficients
asynchWLV: Weighted Last Observation Carried Forward Regression Analysis...

Functions

AsynchLong Man page
AsynchLong-package Man page
SD Source code
TD.x Man page
TD.y Man page
TI.x Man page
TI.y Man page
asynchDataTD Man page
asynchDataTI Man page
asynchHK Man page Source code
asynchLV Man page Source code
asynchTD Man page Source code
asynchTI Man page Source code
asynchWLV Man page Source code
betaHat Source code
distanceHK Source code
distanceLV Source code
distanceTD Source code
distanceTI Source code
distanceWLV Source code
doptFunc Source code
duFunc Source code
epanechnikov Source code
gauss Source code
kernelAuto Source code
kernelFixed Source code
local_kernel Source code
onAttach Source code
optFunc Source code
plotTD Source code
preprocessX Source code
preprocessY Source code
uFunc Source code
uFuncIden Source code
uniform Source code

Files

NAMESPACE
data
data/asynchDataTD.RData
data/asynchDataTI.RData
R
R/asynchLV.R
R/uFuncIden.R
R/optFunc.R
R/asynchTD.R
R/preprocessY.R
R/uFunc.R
R/preprocessX.R
R/asynchWLV.R
R/plotTD.R
R/SD.R
R/kernelAuto.R
R/asynchTI.R
R/distances.R
R/local_kernel.R
R/betaHat.R
R/duFunc.R
R/kernelFixed.R
R/zzz.R
R/asynchHK.R
MD5
DESCRIPTION
man
man/asynchHK.Rd
man/asynchLV.Rd
man/AsynchLong-package.Rd
man/asynchTD.Rd
man/asynchDataTI.Rd
man/asynchWLV.Rd
man/asynchDataTD.Rd
man/asynchTI.Rd
AsynchLong documentation built on May 19, 2017, 10:44 a.m.