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semEffect: Structural Equation Model Effect Analysis and Visualization
Provides standardized effect decomposition (direct, indirect, and total effects) for three major structural equation modeling frameworks: 'lavaan', 'piecewiseSEM', and 'plspm'. Automatically handles zero-effect variables, generates publication-ready 'ggplot2' visualizations, and returns both wide-format and long-format effect tables. Supports effect filtering, multi-model object inputs, and customizable visualization parameters. For a general overview of the methods used in this package, see Rosseel (2012) <doi:10.18637/jss.v048.i02> and Lefcheck (2016) <doi:10.1111/2041-210X.12512>.
Getting started
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Package details |
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| Author | Weiping Mei [aut, cre] (ORCID: <https://orcid.org/0000-0001-6400-9862>) |
| Maintainer | Weiping Mei <meiweipingg@163.com> |
| License | GPL-3 |
| Version | 1.2.3 |
| URL | https://github.com/PhDMeiwp/semEffect/ |
| Package repository | View on CRAN |
| Installation |
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