Other packages > Find by keyword >

BLSM  

Bayesian Latent Space Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BLSM", "0.1.0")



Attach the package and use:
library("BLSM")
Maintained by
Alberto Donizetti
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-04-26
Latest Update: 2018-04-26
Description:
Provides a Bayesian latent space model for complex networks, either weighted or unweighted. Given an observed input graph, the estimates for the latent coordinates of the nodes are obtained through a Bayesian MCMC algorithm. The overall likelihood of the graph depends on a fundamental probability equation, which is defined so that ties are more likely to exist between nodes whose latent space coordinates are close. The package is mainly based on the model by Hoff, Raftery and Handcock (2002) and contains some extra features (e.g., removal of the Procrustean step, weights implemented as coefficients of the latent distances, 3D plots). The original code related to the above model was retrieved from . Users can inspect the MCMC simulation, create and customize insightful graphical representations or apply clustering techniques.
How to cite:
Alberto Donizetti (2018). BLSM: Bayesian Latent Space Model. R package version 0.1.0, https://cran.r-project.org/web/packages/BLSM. Accessed 05 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited BLSM R package
View BLSM citation profile
Other R packages that BLSM depends, imports, suggests or enhances
Complete documentation for BLSM
Functions, R codes and Examples using the BLSM R package
Some associated functions: BLSM . Z_up . alpha_up . dst . estimate_latent_positions . example_adjacency_matrix . example_blsm_obj . example_weights_matrix . lpY . lpYNODE . lpz_dist . lpz_distNODE . mlpY . plot_latent_positions . plot_traceplots_acf . proc_crr . 
Some associated R codes: RcppExports.R . blsm.R . data.R . package.R .  Full BLSM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
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  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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