Other packages > Find by keyword >

powerNLSEM  

Simulation-Based Power Estimation (MSPE) for Nonlinear SEM
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("powerNLSEM", "0.1.2")



Attach the package and use:
library("powerNLSEM")
Maintained by
Julien Patrick Irmer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-07-31
Latest Update: 2024-09-27
Description:
Model-implied simulation-based power estimation (MSPE) for nonlinear (and linear) SEM, path analysis and regression analysis. A theoretical framework is used to approximate the relation between power and sample size for given type I error rates and effect sizes. The package offers an adaptive search algorithm to find the optimal N for given effect sizes and type I error rates. Plots can be used to visualize the power relation to N for different parameters of interest (POI). Theoretical justifications are given in Irmer et al. (2024a) <doi:10.31219/osf.io/pe5bj> and detailed description are given in Irmer et al. (2024b).
How to cite:
Julien Patrick Irmer (2024). powerNLSEM: Simulation-Based Power Estimation (MSPE) for Nonlinear SEM. R package version 0.1.2, https://cran.r-project.org/web/packages/powerNLSEM. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.1 (2024-07-31 12:30)
Other packages that cited powerNLSEM R package
View powerNLSEM citation profile
Other R packages that powerNLSEM depends, imports, suggests or enhances
Complete documentation for powerNLSEM
Functions, R codes and Examples using the powerNLSEM R package
Full powerNLSEM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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