CRAN/E | tvem

tvem

Time-Varying Effect Models

Installation

About

Fits time-varying effect models (TVEM). These are a kind of application of varying-coefficient models in the context of longitudinal data, allowing the strength of linear, logistic, or Poisson regression relationships to change over time. These models are described further in Tan, Shiyko, Li, Li & Dierker (2012) doi:10.1037/a0025814. We thank Kaylee Litson, Patricia Berglund, Yajnaseni Chakraborti, and Hanjoo Kim for their valuable help with testing the package and the documentation. The development of this package was part of a research project supported by National Institutes of Health grants P50 DA039838 from the National Institute of Drug Abuse and 1R01 CA229542-01 from the National Cancer Institute and the NIH Office of Behavioral and Social Science Research. Content is solely the responsibility of the authors and does not necessarily represent the official views of the funding institutions mentioned above. This software is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

Copyright 2021 by The Pennsylvania State University

Key Metrics

Version 1.4.1
Published 2023-08-13 256 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks tvem results

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Maintainer

Maintainer

John J. Dziak

dziakj1@gmail.com

Authors

John J. Dziak

aut / cre

Donna L. Coffman

aut

Runze Li

aut

Kaylee Litson

aut

Yajnaseni Chakraborti

aut

Material

README
Reference manual
Package source

Vignettes

Fitting time-varying effects models

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tvem archive

Depends

mgcv

Suggests

knitr
rmarkdown

Reverse Depends

funmediation