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 14 May. 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
04/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/0805/0905/1005/1105/1205/13Downloads for spmoran05101520253035TrendBars

Today's Hot Picks in Authors and Packages

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  
pso  
Particle Swarm Optimization
Provides an implementation of particle swarm optimisation consistent with the standard PSO 2007/2011 ...
Download / Learn more Package Citations See dependency  
JMbayes2  
Extended Joint Models for Longitudinal and Time-to-Event Data
Fit joint models for longitudinal and time-to-event data under the Bayesian approach. Multiple longi ...
Download / Learn more Package Citations See dependency  
UncDecomp  
Uncertainty Decomposition
If a procedure consists of several stages and there are several models that can be selected for each ...
Download / Learn more Package Citations See dependency  
codexcopd  
The CODEX (Comorbidity, Obstruction, Dyspnea, and Previous Severe Exacerbations) Index: Short and Medium-Term Prognosis in Patients Hospitalized for Chronic Obstructive Pulmonary Disease (COPD) Exacerbations
Predicts 3 to 12 months prognosis in Chronic Obstructive Pulmonary Disease (COPD) patients hospitali ...
Download / Learn more Package Citations See dependency  
IPEC  
Root Mean Square Curvature Calculation
Calculates the RMS intrinsic and parameter-effects curvatures of a nonlinear regression model. The c ...
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