Other packages > Find by keyword >

stgam  

Spatially and Temporally Varying Coefficient Models Using Generalized Additive Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("stgam", "0.0.1.2")



Attach the package and use:
library("stgam")
Maintained by
Lex Comber
[Scholar Profile | Author Map]
First Published: 2024-06-25
Latest Update: 2024-06-25
Description:
A framework for specifying spatially, temporally and spatial-and-temporally varying coefficient models using Generalized Additive Models with Gaussian Process smooths. The smooths are parameterised with location and / or time attributes. Importantly the framework supports the investigation of the presence and nature of any space-time dependencies in the data, allows the user to evaluate different model forms (specifications) and to pick the most probable model or to combine multiple varying coefficient models using Bayesian Model Averaging. For more details see: Brunsdon et al (2023) <doi:10.4230/LIPIcs.GIScience.2023.17>, Comber et al (2023) <doi:10.4230/LIPIcs.GIScience.2023.22> and Comber et al (2024) <doi:10.1080/13658816.2023.2270285>.
How to cite:
Lex Comber (2024). stgam: Spatially and Temporally Varying Coefficient Models Using Generalized Additive Models. R package version 0.0.1.2, https://cran.r-project.org/web/packages/stgam. Accessed 04 Apr. 2025.
Previous versions and publish date:
0.0.1.0 (2024-06-25 16:20), 0.0.1.1 (2024-07-12 14:40)
Other packages that cited stgam R package
View stgam citation profile
Other R packages that stgam depends, imports, suggests or enhances
Complete documentation for stgam
Functions, R codes and Examples using the stgam R package
Full stgam package functions and examples
Downloads during the last 30 days
03/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for stgam0123456789101112TrendBars

Today's Hot Picks in Authors and Packages

metaprotr  
Metaproteomics Post-Processing Analysis
Set of tools for descriptive analysis of metaproteomics data generated from high-throughput mass ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency  
GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
RMixpanel  
API for Mixpanel
Provides an interface to many endpoints of Mixpanel's Data Export, Engage and JQL API. The R functio ...
Download / Learn more Package Citations See dependency  
PakPMICS2014HH  
Multiple Indicator Cluster Survey (MICS) 2014 Household Questionnaire Data for Punjab, Pakistan
Provides data set and function for exploration of Multiple Indicator Cluster Survey (MICS) 2014 Hous ...
Download / Learn more Package Citations See dependency  
perryExamples  
Examples for Integrating Prediction Error Estimation into Regression Models
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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