Other packages > Find by keyword >

spm2  

Spatial Predictive Modeling
View on CRAN: Click here


Download and install spm2 package within the R console
Install from CRAN:
install.packages("spm2")

Install from Github:
library("remotes")
install_github("cran/spm2")

Install by package version:
library("remotes")
install_version("spm2", "1.1.3")



Attach the package and use:
library("spm2")
Maintained by
Jin Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-10-08
Latest Update: 2023-04-06
Description:
An updated and extended version of 'spm' package, by introducing some further novel functions for modern statistical methods (i.e., generalised linear models, glmnet, generalised least squares), thin plate splines, support vector machine, kriging methods (i.e., simple kriging, universal kriging, block kriging, kriging with an external drift), and novel hybrid methods (228 hybrids plus numerous variants) of modern statistical methods or machine learning methods with mathematical and/or univariate geostatistical methods for spatial predictive modelling. For each method, two functions are provided, with one function for assessing the predictive errors and accuracy of the method based on cross-validation, and the other for generating spatial predictions. It also contains a couple of functions for data preparation and predictive accuracy assessment.
How to cite:
Jin Li (2021). spm2: Spatial Predictive Modeling. R package version 1.1.3, https://cran.r-project.org/web/packages/spm2. Accessed 05 Mar. 2026.
Previous versions and publish date:
1.1.0 (2021-10-08 19:40), 1.1.2 (2022-03-10 12:20)
Other packages that cited spm2 R package
View spm2 citation profile
Other R packages that spm2 depends, imports, suggests or enhances
Complete documentation for spm2
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ClimClass  
Climate Classification According to Several Indices
Classification of climate according to Koeppen - Geiger, of aridity indices, of continentality indi ...
Download / Learn more Package Citations See dependency  
imagefx  
Extract Features from Images
Synthesize images into characteristic features for time-series analysis or machine learning applicat ...
Download / Learn more Package Citations See dependency  
roccv  
ROC for Cross Validation Results
Cross validate large genetic data while specifying clinical variables that should always be in the m ...
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  
pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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