Other packages > Find by keyword >

mvgam  

Multivariate (Dynamic) Generalized Additive Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mvgam", "1.1.3")



Attach the package and use:
library("mvgam")
Maintained by
Nicholas J Clark
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-06
Latest Update: 2024-05-10
Description:
Fit Bayesian Dynamic Generalized Additive Models to sets of time series. Users can build dynamic nonlinear State-Space models that can incorporate semiparametric effects in observation and process components, using a wide range of observation families. Estimation is performed using Markov Chain Monte Carlo with Hamiltonian Monte Carlo in the software 'Stan'. References: Clark & Wells (2022) <doi:10.1111/2041-210X.13974>.
How to cite:
Nicholas J Clark (2024). mvgam: Multivariate (Dynamic) Generalized Additive Models. R package version 1.1.3, https://cran.r-project.org/web/packages/mvgam. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.1.0 (2024-05-06 20:50), 1.1.1 (2024-05-10 16:50), 1.1.2 (2024-07-01 09:50)
Other packages that cited mvgam R package
View mvgam citation profile
Other R packages that mvgam depends, imports, suggests or enhances
Complete documentation for mvgam
Functions, R codes and Examples using the mvgam R package
Full mvgam 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

LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
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  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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