Other packages > Find by keyword >

gammi  

Generalized Additive Mixed Model Interface
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gammi", "0.1")



Attach the package and use:
library("gammi")
Maintained by
Nathaniel E. Helwig
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-15
Latest Update: 2024-09-15
Description:
An interface for fitting generalized additive models (GAMs) and generalized additive mixed models (GAMMs) using the 'lme4' package as the computational engine, as described in Helwig (2024) <doi:10.3390/stats7010003>. Supports default and formula methods for model specification, additive and tensor product splines for capturing nonlinear effects, and automatic determination of spline type based on the class of each predictor. Includes an S3 plot method for visualizing the (nonlinear) model terms, an S3 predict method for forming predictions from a fit model, and an S3 summary method for conducting significance testing using the Bayesian interpretation of a smoothing spline.
How to cite:
Nathaniel E. Helwig (2024). gammi: Generalized Additive Mixed Model Interface. R package version 0.1, https://cran.r-project.org/web/packages/gammi. Accessed 07 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited gammi R package
View gammi citation profile
Other R packages that gammi depends, imports, suggests or enhances
Complete documentation for gammi
Functions, R codes and Examples using the gammi R package
Full gammi package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  
con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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