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 18 Jul. 2026.
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

Today's Hot Picks in Authors and Packages

logistic4p  
Logistic Regression with Misclassification in Dependent Variables
Error in a binary dependent variable, also known as misclassification, has not drawn much attention ...
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  
MSCMT  
Multivariate Synthetic Control Method Using Time Series
Three generalizations of the synthetic control method (which has already an implementation in packa ...
Download / Learn more Package Citations See dependency  
SSM  
Fit and Analyze Smooth Supersaturated Models
Creates an S4 class "SSM" and defines functions for fitting smooth supersaturated models, a polynomi ...
Download / Learn more Package Citations See dependency  
nricens  
NRI for Risk Prediction Models with Time to Event and Binary Response Data
Calculating the net reclassification improvement (NRI) for risk prediction models with time to event ...
Download / Learn more Package Citations See dependency  
timeSeq  
Detecting Differentially Expressed Genes in Time Course RNA-Seq Data
A negative binomial mixed-effects (NBME) model to detect nonparallel differential expression(NPDE) ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

74,019

Author Associations

27,807

Publication Badges

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