Other packages > Find by keyword >

spm  

Spatial Predictive Modeling
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("spm", "1.2.3")



Attach the package and use:
library("spm")
Maintained by
Jin Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-25
Latest Update: 2022-05-06
Description:
Introduction to some novel accurate hybrid methods of geostatistical and machine learning methods for spatial predictive modelling. It contains two commonly used geostatistical methods, two machine learning methods, four hybrid methods and two averaging methods. For each method, two functions are provided. One function is for assessing the predictive errors and accuracy of the method based on cross-validation. The other one is for generating spatial predictions using the method. For details please see: Li, J., Potter, A., Huang, Z., Daniell, J. J. and Heap, A. (2010) <https:www.ga.gov.au/metadata-gateway/metadata/record/gcat_71407> Li, J., Heap, A. D., Potter, A., Huang, Z. and Daniell, J. (2011) <doi:10.1016/j.csr.2011.05.015> Li, J., Heap, A. D., Potter, A. and Daniell, J. (2011) <doi:10.1016/j.envsoft.2011.07.004> Li, J., Potter, A., Huang, Z. and Heap, A. (2012) <https:www.ga.gov.au/metadata-gateway/metadata/record/74030>.
How to cite:
Jin Li (2017). spm: Spatial Predictive Modeling. R package version 1.2.3, https://cran.r-project.org/web/packages/spm. Accessed 07 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:08), 1.0.0 (2017-08-25 13:57), 1.1.0 (2018-03-20 08:36), 1.1.1 (2018-07-20 09:50), 1.2.0 (2019-02-22 06:30), 1.2.1 (2021-09-06 11:20), 1.2.2 (2022-05-06 08:50)
Other packages that cited spm R package
View spm citation profile
Other R packages that spm depends, imports, suggests or enhances
Complete documentation for spm
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
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  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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