Other packages > Find by keyword >

varycoef  

Modeling Spatially Varying Coefficients
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("varycoef", "0.3.4")



Attach the package and use:
library("varycoef")
Maintained by
Jakob A. Dambon
[Scholar Profile | Author Map]
First Published: 2019-10-11
Latest Update: 2022-09-17
Description:
Implements a maximum likelihood estimation (MLE) method for estimation and prediction of Gaussian process-based spatially varying coefficient (SVC) models (Dambon et al. (2021a) <doi:10.1016/j.spasta.2020.100470>).Covariance tapering (Furrer et al. (2006) <doi:10.1198/106186006X132178>) can be applied such that the method scales to large data. Further, it implements a joint variable selection of the fixed and random effects (Dambon et al. (2021b) <doi:10.1080/13658816.2022.2097684>). The package and its capabilities are described in (Dambon et al. (2021c) <doi:10.48550/arXiv.2106.02364>).
How to cite:
Jakob A. Dambon (2019). varycoef: Modeling Spatially Varying Coefficients. R package version 0.3.4, https://cran.r-project.org/web/packages/varycoef. Accessed 11 Apr. 2025.
Previous versions and publish date:
0.2.9 (2019-10-11 11:20), 0.2.10 (2020-02-21 18:50), 0.2.11 (2020-04-14 12:20), 0.2.12 (2020-07-18 15:30), 0.3.0 (2021-01-13 12:40), 0.3.1 (2021-06-03 15:00), 0.3.2 (2022-04-27 08:50), 0.3.3 (2022-06-01 01:50), 0.3.4 (2022-09-17 21:20)
Other packages that cited varycoef R package
View varycoef citation profile
Other R packages that varycoef depends, imports, suggests or enhances
Complete documentation for varycoef
Downloads during the last 30 days
03/1203/1303/1403/1503/2003/2203/2303/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/09Downloads for varycoef0102030405060708090100TrendBars

Today's Hot Picks in Authors and Packages

Rwtss  
Client for Web Time-Series Service
Allows remote access to satellite image time series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency  
multIntTestFunc  
Provides Test Functions for Multivariate Integration
Provides implementations of functions that can be used to test multivariate integration routines. T ...
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  
GenAlgo  
Classes and Methods to Use Genetic Algorithms for Feature Selection
Defines classes and methods that can be used to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency  
extrafrail  
Estimation and Additional Tools for Alternative Shared Frailty Models
Provide estimation and data generation tools for some new multivariate frailty models. This version ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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