Other packages > Find by keyword >

CAST  

'caret' Applications for Spatial-Temporal Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CAST", "1.1.2")



Attach the package and use:
library("CAST")
Maintained by
Hanna Meyer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-09
Latest Update: 2025-01-09
Description:
Supporting functionality to run 'caret' with spatial or spatial-temporal data. 'caret' is a frequently used package for model training and prediction using machine learning. CAST includes functions to improve spatial or spatial-temporal modelling tasks using 'caret'. It includes the newly suggested 'Nearest neighbor distance matching' cross-validation to estimate the performance of spatial prediction models and allows for spatial variable selection to selects suitable predictor variables in view to their contribution to the spatial model performance. CAST further includes functionality to estimate the (spatial) area of applicability of prediction models. Methods are described in Meyer et al. (2018) ; Meyer et al. (2019) ; Meyer and Pebesma (2021) ; Mil
How to cite:
Hanna Meyer (2018). CAST: 'caret' Applications for Spatial-Temporal Models. R package version 1.1.2, https://cran.r-project.org/web/packages/CAST. Accessed 29 Oct. 2026.
Previous versions and publish date:
0.1.0 (2018-01-09 12:25), 0.2.0 (2018-05-03 11:37), 0.2.1 (2018-07-12 13:20), 0.3.0 (2018-10-11 06:30), 0.3.1 (2018-11-19 12:10), 0.4.0 (2020-04-06 18:22), 0.4.1 (2020-05-19 16:50), 0.4.2 (2020-07-17 14:32), 0.5.0 (2021-02-19 13:30), 0.5.1 (2021-04-07 15:20), 0.6.0 (2022-03-17 14:20), 0.7.0 (2022-08-24 11:32), 0.7.1 (2023-02-04 11:02), 0.8.0 (2023-05-21 12:10), 0.8.1 (2023-05-30 14:00), 0.9.0 (2024-01-09 06:40), 1.0.0 (2024-04-08 13:53), 1.0.1 (2024-04-25 19:10), 1.0.2 (2024-06-15 02:10), 1.0.3 (2025-01-10 00:00), 1.0.4 (2026-01-26 13:30), 1.1.0 (2026-06-19 18:20), 1.1.1 (2026-07-15 12:40), (2026-09-09 14:40)
Other packages that cited CAST R package
View CAST citation profile
Other R packages that CAST depends, imports, suggests or enhances
Complete documentation for CAST
Functions, R codes and Examples using the CAST R package
Some associated functions: CAST . CreateSpacetimeFolds . aoa . bss . calibrate_aoa . ffs . global_validation . nndm . plot . plot_ffs . plot_geodist . print . trainDI . 
Some associated R codes: CAST-package.R . CreateSpacetimeFolds.R . aoa.R . bss.R . calibrate_aoa.R . ffs.R . global_validation.R . nndm.R . plot.R . plot_ffs.R . plot_geodist.R . print.R . trainDI.R .  Full CAST package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
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  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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