Other packages > Find by keyword >

remotePARTS  

Spatiotemporal Autoregression Analyses for Large Data Sets
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("remotePARTS", "1.0.4")



Attach the package and use:
library("remotePARTS")
Maintained by
Clay Morrow
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-09-15
Latest Update: 2023-09-15
Description:
These tools were created to test map-scale hypotheses about trends in large remotely sensed data sets but any data with spatial and temporal variation can be analyzed. Tests are conducted using the PARTS method for analyzing spatially autocorrelated time series (Ives et al., 2021: ). The method's unique approach can handle extremely large data sets that other spatiotemporal models cannot, while still appropriately accounting for spatial and temporal autocorrelation. This is done by partitioning the data into smaller chunks, analyzing chunks separately and then combining the separate analyses into a single, correlated test of the map-scale hypotheses.
How to cite:
Clay Morrow (2023). remotePARTS: Spatiotemporal Autoregression Analyses for Large Data Sets. R package version 1.0.4, https://cran.r-project.org/web/packages/remotePARTS. Accessed 29 Jan. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited remotePARTS R package
View remotePARTS citation profile
Other R packages that remotePARTS depends, imports, suggests or enhances
Complete documentation for remotePARTS
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

lassoshooting  
L1 Regularized Regression (Lasso) Solver using the Cyclic Coordinate Descent Algorithm aka Lasso Shooting
L1 regularized regression (Lasso) solver using the Cyclic Coordinate Descent algorithm aka Lasso Sh ...
Download / Learn more Package Citations See dependency  
InSilicoVA  
Probabilistic Verbal Autopsy Coding with 'InSilicoVA' Algorithm
Computes individual causes of death and population cause-specific mortality fractions using the 'InS ...
Download / Learn more Package Citations See dependency  
rstac  
Client Library for SpatioTemporal Asset Catalog
Provides functions to access, search and download spacetime earth observation data via SpatioTempor ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
munfold  
Metric Unfolding
Multidimensional unfolding using Schoenemann's algorithm for metric and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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