Other packages > Find by keyword >

silp  

Conditional Process Analysis (CPA) via SEM Approach
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("silp", "1.0.3")



Attach the package and use:
library("silp")
Maintained by
Yi-Hsuan Tseng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-08-23
Latest Update: 2025-04-06
Description:
Provides Reliability-Adjusted Product Indicator (RAPI) method to estimate effects among latent variables, thus allowing for more precise definition and analysis of mediation and moderation models. Our simulation studies reveal that while 'silp' may exhibit instability with smaller sample sizes and lower reliability scores (e.g., N = 100, omega = 0.7), implementing nearest positive definite matrix correction and bootstrap confidence interval estimation can significantly ameliorate this volatility. When these adjustments are applied, 'silp' achieves estimations akin in quality to those derived from latent moderated structural equations (LMS). In conclusion, the 'silp' package is a valuable tool for researchers seeking to explore complex relational structures between variables without resorting to commercial software. Hsiao et al.(2018)<doi:10.1177/0013164416679877> Kline & Moosbrugger(2000)<doi:10.1007/BF02296338> Cheung et al.(2021)<doi:10.1007/s10869-020-09717-0>.
How to cite:
Yi-Hsuan Tseng (2024). silp: Conditional Process Analysis (CPA) via SEM Approach. R package version 1.0.3, https://cran.r-project.org/web/packages/silp. Accessed 11 Mar. 2026.
Previous versions and publish date:
1.0.0 (2024-08-23 12:00), 1.0.1 (2025-03-11 14:10), 1.0.2 (2025-04-02 12:40)
Other packages that cited silp R package
View silp citation profile
Other R packages that silp depends, imports, suggests or enhances
Complete documentation for silp
Functions, R codes and Examples using the silp R package
Full silp package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sorocs  
A Bayesian Semiparametric Approach to Correlated ROC Surfaces
A Bayesian semiparametric Dirichlet process mixtures to estimate correlated receiver operating chara ...
Download / Learn more Package Citations See dependency  
histogram  
Construction of Regular and Irregular Histograms with Different Options for Automatic Choice of Bins
Automatic construction of regular and irregular histograms as described in Rozenholc/Mildenberger/Ga ...
Download / Learn more Package Citations See dependency  
igoR  
Intergovernmental Organizations Database
Tools to extract information from the Intergovernmental Organizations ('IGO') Database , version 3, ...
Download / Learn more Package Citations See dependency  
openNLPdata  
Apache OpenNLP Jars and Basic English Language Models
Apache OpenNLP jars and basic English language models. ...
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  
roptions  
Option Strategies and Valuation
Collection of tools to develop options strategies, value option contracts using the Black-Scholes-Me ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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