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spm2
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]
[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 26 Jun. 2026.
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
Functions, R codes and Examples using
the spm2 R package
Some associated functions: bees . ccr . cran-comments . datasplit . decimaldigit . gbmkrigeidwcv . gbmkrigeidwpred . glmcv . glmidwcv . glmidwpred . glmkrigecv . glmkrigeidwcv . glmkrigeidwpred . glmkrigepred . glmnetcv . glmpred . glscv . glsidwcv . glsidwpred . glskrigecv . glskrigeidwcv . glskrigeidwpred . glskrigepred . glspred . krigecv . krigepred . rfkrigeidwcv . rfkrigeidwpred . sponge2 . spongelonglat . svmcv . svmidwcv . svmidwpred . svmkrigecv . svmkrigeidwcv . svmkrigeidwpred . svmkrigepred . svmpred . tpscv .
Some associated R codes: ccr.R . datasplit.R . decimaldigit.R . gbmkrigeidwcv.R . gbmkrigeidwpred.R . glmcv.R . glmidwcv.R . glmidwpred.R . glmkrigecv.R . glmkrigeidwcv.R . glmkrigeidwpred.R . glmkrigepred.R . glmnetcv.R . glmpred.R . glscv.R . glsidwcv.R . glsidwpred.R . glskrigecv.R . glskrigeidwcv.R . glskrigeidwpred.R . glskrigepred.R . glspred.R . krigecv.R . krigepred.R . rfkrigeidwcv.R . rfkrigeidwpred.R . svmcv.R . svmidwcv.R . svmidwpred.R . svmkrigecv.R . svmkrigeidwcv.R . svmkrigeidwpred.R . svmkrigepred.R . svmpred.R . tpscv.R . Full spm2 package functions and examples
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