Other packages > Find by keyword >

SpatMCA  

Regularized Spatial Maximum Covariance Analysis
View on CRAN: Click here


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

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

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



Attach the package and use:
library("SpatMCA")
Maintained by
Wen-Ting Wang
[Scholar Profile | Author Map]
First Published: 2016-05-19
Latest Update: 2023-11-21
Description:
Provide regularized maximum covariance analysis incorporating smoothness, sparseness and orthogonality of couple patterns by using the alternating direction method of multipliers algorithm. The method can be applied to either regularly or irregularly spaced data,including 1D, 2D, and 3D (Wang and Huang, 2017 <doi:10.1002/env.2481>).
How to cite:
Wen-Ting Wang (2016). SpatMCA: Regularized Spatial Maximum Covariance Analysis. R package version 1.0.4, https://cran.r-project.org/web/packages/SpatMCA. Accessed 11 May. 2025.
Previous versions and publish date:
1.0.0.0 (2016-05-19 12:02), 1.0.0.1 (2016-06-04 09:26), 1.0.0.2 (2017-03-18 01:11), 1.0.1.0 (2018-04-02 11:41), 1.0.2.0 (2021-01-16 01:50)
Other packages that cited SpatMCA R package
View SpatMCA citation profile
Other R packages that SpatMCA depends, imports, suggests or enhances
Complete documentation for SpatMCA
Functions, R codes and Examples using the SpatMCA R package
Full SpatMCA package functions and examples
Downloads during the last 30 days
04/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/0805/09Downloads for SpatMCA02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

cliapp  
Create Rich Command Line Applications
Create rich command line applications, with colors, headings, lists, alerts, progress bars, etc. It ...
Download / Learn more Package Citations See dependency  
betaSandwich  
Robust Confidence Intervals for Standardized Regression Coefficients
Generates robust confidence intervals for standardized regression coefficients using heteroskedasti ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
strategicplayers  
Strategic Players
Identifies individuals in a social network who should be the intervention subjects for a network int ...
Download / Learn more Package Citations See dependency  
PhySortR  
A Fast, Flexible Tool for Sorting Phylogenetic Trees
Screens and sorts phylogenetic trees in both traditional and extended Newick format. Allows for the ...
Download / Learn more Package Citations See dependency  
PTwins  
Percentile Estimation of Fetal Weight for Twins by Chorionicity
Package to Percentile estimation of fetal weight for twins by chorionicity (dichorionic-diamniotic o ...
Download / Learn more Package Citations See dependency  

24,223

R Packages

207,311

Dependencies

65,402

Author Associations

24,224

Publication Badges

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