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 28 Sep. 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

plm  
Linear Models for Panel Data
A set of estimators for models and (robust) covariance matrices, and tests for panel data econometr ...
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  
baseballr  
Acquiring and Analyzing Baseball Data
Provides numerous utilities for acquiring and analyzing baseball data from online sources such as ' ...
Download / Learn more Package Citations See dependency  
semTable  
Structural Equation Modeling Tables
For confirmatory factor analysis ('CFA') and structural equation models ('SEM') estimated with the ...
Download / Learn more Package Citations See dependency  
mbRes  
Exploration of Multiple Biomarker Responses using Effect Size
Summarize multiple biomarker responses of aquatic organisms to contaminants using Cliff ...
Download / Learn more Package Citations See dependency  
mhtboot  
Multiple Hypothesis Test Based on Distribution of p Values
A framework for multiple hypothesis testing based on distribution of p values. It is well known tha ...
Download / Learn more Package Citations See dependency  

22,869

R Packages

195,887

Dependencies

63,882

Author Associations

22,870

Publication Badges

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