Other packages > Find by keyword >

stablespec  

Stable Specification Search in Structural Equation Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("stablespec", "0.3.0")



Attach the package and use:
library("stablespec")
Maintained by
Ridho Rahmadi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-04-09
Latest Update: 2017-04-05
Description:
An exploratory and heuristic approach for specification search in Structural Equation Modeling. The basic idea is to subsample the original data and then search for optimal models on each subset. Optimality is defined through two objectives: model fit and parsimony. As these objectives are conflicting, we apply a multi-objective optimization methods, specifically NSGA-II, to obtain optimal models for the whole range of model complexities. From these optimal models, we consider only the relevant model specifications (structures), i.e., those that are both stable (occur frequently) and parsimonious and use those to infer a causal model.
How to cite:
Ridho Rahmadi (2016). stablespec: Stable Specification Search in Structural Equation Models. R package version 0.3.0, https://cran.r-project.org/web/packages/stablespec. Accessed 28 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:09), 0.1.3 (2016-04-09 00:21), 0.2.3 (2016-11-17 18:34), 0.3.0 (2017-04-05 05:27)
Other packages that cited stablespec R package
View stablespec citation profile
Other R packages that stablespec depends, imports, suggests or enhances
Complete documentation for stablespec
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
mxnorm  
Apply Normalization Methods to Multiplexed Images
Implements methods to normalize multiplexed imaging data, including statistical metrics and visuali ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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