Other packages > Find by keyword >

spmoran  

Fast Spatial and Spatio-Temporal Regression using Moran Eigenvectors
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("spmoran", "0.3.3")



Attach the package and use:
library("spmoran")
Maintained by
Daisuke Murakami
[Scholar Profile | Author Map]
First Published: 2017-03-12
Latest Update: 2023-04-28
Description:
Functions for estimating spatial varying coefficient models, mixed models, and other spatial regression models for Gaussian and non-Gaussian data. Moran eigenvectors are used to an approximate spatial Gaussian processes. These processes are used for modeling the spatial processes in residuals and regression coefficients. For details see Murakami (2021) <doi:10.48550/arXiv.1703.04467>.
How to cite:
Daisuke Murakami (2017). spmoran: Fast Spatial and Spatio-Temporal Regression using Moran Eigenvectors. R package version 0.3.3, https://cran.r-project.org/web/packages/spmoran. Accessed 06 Apr. 2025.
Previous versions and publish date:
0.1.0 (2017-03-12 18:43), 0.1.1 (2017-06-23 15:21), 0.1.2 (2017-09-15 17:17), 0.1.3 (2018-04-10 06:46), 0.1.4 (2018-05-02 14:32), 0.1.5 (2018-08-09 17:10), 0.1.6.1 (2019-01-23 10:10), 0.1.6.2 (2019-02-25 19:20), 0.1.6 (2018-10-06 07:20), 0.1.7.1 (2019-07-24 23:30), 0.1.7.2 (2019-12-11 15:20), 0.1.7 (2019-07-24 00:30), 0.2.0-1 (2020-05-31 16:30), 0.2.0-2 (2020-08-03 06:30), 0.2.0 (2020-05-20 16:20), 0.2.1 (2021-01-11 00:30), 0.2.2.1 (2021-11-18 10:10), 0.2.2.2 (2022-01-03 19:00), 0.2.2.3 (2022-04-27 19:30), 0.2.2.4 (2022-06-28 04:40), 0.2.2.5 (2022-08-08 09:30), 0.2.2.6 (2022-09-05 08:00), 0.2.2.7 (2023-04-12 14:10), 0.2.2.8 (2023-04-23 18:20), 0.2.2.9 (2023-04-28 23:10), 0.2.2 (2021-09-13 10:40), 0.2.3 (2024-01-23 18:40), 0.3.0 (2024-09-25 00:30), 0.3.1 (2024-10-13 01:40), 0.3.2 (2024-12-03 18:10)
Other packages that cited spmoran R package
View spmoran citation profile
Other R packages that spmoran depends, imports, suggests or enhances
Complete documentation for spmoran
Functions, R codes and Examples using the spmoran R package
Some associated functions: addlearn_local . besf . besf_vc . coef_marginal . coef_marginal_vc . esf . lsem . lslm . meigen . meigen0 . meigen_f . nongauss_y . plot_n . plot_qr . plot_s . predict0 . predict0_vc . resf . resf_qr . resf_vc . weigen . 
Some associated R codes: addlearn_local.R . besf.R . besf_vc.R . coef_marginal.R . coef_marginal_vc.R . esf.R . lsem.R . lslm.R . meigen.R . meigen0.R . meigen_f.R . nongauss_y.R . plot_n.R . plot_qr.R . plot_s.R . predict0.R . predict0_vc.R . resf.R . resf_qr.R . resf_vc.R . weigen.R .  Full spmoran package functions and examples
Downloads during the last 30 days
03/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/04Downloads for spmoran010203040506070TrendBars

Today's Hot Picks in Authors and Packages

spCP  
Spatially Varying Change Points
Implements a spatially varying change point model with unique intercepts, slopes, variance intercep ...
Download / Learn more Package Citations See dependency  
ider  
Various Methods for Estimating Intrinsic Dimension
An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or ...
Download / Learn more Package Citations See dependency  
FuzzyQ  
Fuzzy Quantification of Common and Rare Species
Fuzzy clustering of species in an ecological community as common or rare based on their abundance a ...
Download / Learn more Package Citations See dependency  
danstat  
R Client for the Statistics Denmark Databank API
The purpose of the package is to enable an R function interface into the Statistics Denmark Databank ...
Download / Learn more Package Citations See dependency  
listarrays  
A Toolbox for Working with R Arrays in a Functional Programming Style
A toolbox for R arrays. Flexibly split, bind, reshape, modify, subset and name arrays. ...
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  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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