GSCA.Interact_Prime

Author:

Heungsun Hwang & Gyeongcheol Cho

Description:

• The GSCA.Interact_Prime package enables users to estimate and evaluate GSCA models with component interactions.

Features:

• Estimate model parameters and calculate their standard errors (SE) along with 95% confidence intervals (CI).
• Enable parallel computing for bootstrap sampling.
• Allow users to determine sign-fixing indicators for components.

Installation:

To use this package in MATLAB:

1. Clone or download the repository:

   git clone https://github.com/PsycheMatrica/GSCA.Interact_Prime.git

2. Add the package to your MATLAB path:

    addpath(genpath('GSCA.Interact_Prime'))

Usage:

• For examples on how to use the package, refer to the Run_Example_InteractGSCA.m file. This file demonstrates the implementation of InteractGSCA() using the ACSI dataset.

Compatibility:

• Tested on MATLAB R2023b.
• Likely compatible with earlier MATLAB versions.

Citation (APA):

• If you use GSCA.Interact_Prime in your research or publications, please cite it in APA format as follows:

Hwang, H. & Cho, G. (2024). GSCA.Interact_Prime: A package for generalized structured component analysis with component interactions [Computer software]. GitHub. https://github.com/PsycheMatrica/GSCA.Interact_Prime