AsynchLong: Regression Analysis of Sparse Asynchronous Longitudinal Data

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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.

Author
Hongyuan Cao, Donglin Zeng, Jialiang Li, Jason P. Fine, and Shannon T. Holloway
Date of publication
2016-01-23 01:31:42
Maintainer
Shannon T. Holloway <sthollow@ncsu.edu>
License
GPL-2
Version
2.0

View on CRAN

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...

Files in this package

AsynchLong
AsynchLong/NAMESPACE
AsynchLong/data
AsynchLong/data/asynchDataTD.RData
AsynchLong/data/asynchDataTI.RData
AsynchLong/R
AsynchLong/R/asynchLV.R
AsynchLong/R/uFuncIden.R
AsynchLong/R/optFunc.R
AsynchLong/R/asynchTD.R
AsynchLong/R/preprocessY.R
AsynchLong/R/uFunc.R
AsynchLong/R/preprocessX.R
AsynchLong/R/asynchWLV.R
AsynchLong/R/plotTD.R
AsynchLong/R/SD.R
AsynchLong/R/kernelAuto.R
AsynchLong/R/asynchTI.R
AsynchLong/R/distances.R
AsynchLong/R/local_kernel.R
AsynchLong/R/betaHat.R
AsynchLong/R/duFunc.R
AsynchLong/R/kernelFixed.R
AsynchLong/R/zzz.R
AsynchLong/R/asynchHK.R
AsynchLong/MD5
AsynchLong/DESCRIPTION
AsynchLong/man
AsynchLong/man/asynchHK.Rd
AsynchLong/man/asynchLV.Rd
AsynchLong/man/AsynchLong-package.Rd
AsynchLong/man/asynchTD.Rd
AsynchLong/man/asynchDataTI.Rd
AsynchLong/man/asynchWLV.Rd
AsynchLong/man/asynchDataTD.Rd
AsynchLong/man/asynchTI.Rd