Other packages > Find by keyword >

tvem  

Time-Varying Effect Models
View on CRAN: Click here


Download and install tvem package within the R console
Install from CRAN:
install.packages("tvem")

Install from Github:
library("remotes")
install_github("cran/tvem")

Install by package version:
library("remotes")
install_version("tvem", "1.4.1")



Attach the package and use:
library("tvem")
Maintained by
John J. Dziak
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-25
Latest Update: 2023-08-13
Description:
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.
How to cite:
John J. Dziak (2020). tvem: Time-Varying Effect Models. R package version 1.4.1, https://cran.r-project.org/web/packages/tvem. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:15), 1.0-0 (2020-11-25 15:10), 1.2-0 (2021-02-20 00:00), 1.3.1 (2021-10-14 23:20), 1.3 (2021-08-05 21:30)
Other packages that cited tvem R package
View tvem citation profile
Other R packages that tvem depends, imports, suggests or enhances
Complete documentation for tvem
Functions, R codes and Examples using the tvem R package
Some associated functions: plot.tvem . print.tvem . select_tvem . simulate_cross_sectional_tvem_example . simulate_tvem_example . tvem . 
Some associated R codes: plot_tvem.R . print_tvem.R . select_tvem.R . simulate_cross_sectional_tvem_example.R . simulate_tvem_example.R .  Full tvem package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA