Other packages > Find by keyword >

vagam  

Variational Approximations for Generalized Additive Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("vagam", "1.1")



Attach the package and use:
library("vagam")
Maintained by
Han Lin Shang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-01-09
Latest Update: 2019-12-06
Description:
Fits generalized additive models (GAMs) using a variational approximations (VA) framework. In brief, the VA framework provides a fully or at least closed to fully tractable lower bound approximation to the marginal likelihood of a GAM when it is parameterized as a mixed model (using penalized splines, say). In doing so, the VA framework aims offers both the stability and natural inference tools available in the mixed model approach to GAMs, while achieving computation times comparable to that of using the penalized likelihood approach to GAMs. See Hui et al. (2018) <doi:10.1080/01621459.2018.1518235>.
How to cite:
Han Lin Shang (2019). vagam: Variational Approximations for Generalized Additive Models. R package version 1.1, https://cran.r-project.org/web/packages/vagam. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 06:58), 1.0 (2019-01-09 18:00), 1.1 (2019-12-06 21:30)
Other packages that cited vagam R package
View vagam citation profile
Other R packages that vagam depends, imports, suggests or enhances
Complete documentation for vagam
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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