symSEM

Symbolic Computation for Structural Equation Models

https://github.com/mikewlcheung/symsem

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

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  • codemeta.json file
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  • Academic publication links
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    1 of 1 committers (100.0%) from academic institutions
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  • Scientific vocabulary similarity
    Low similarity (7.4%) to scientific vocabulary

Keywords

caracas r-package structural-equation-modeling symbolic-calculations
Last synced: 6 months ago · JSON representation

Repository

Symbolic Computation for Structural Equation Models

Basic Info
  • Host: GitHub
  • Owner: mikewlcheung
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 42 KB
Statistics
  • Stars: 4
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
caracas r-package structural-equation-modeling symbolic-calculations
Created over 5 years ago · Last pushed almost 2 years ago
Metadata Files
Readme

README.md

R build status cran version Monthly Downloads Total Downloads Rdoc

symSEM

Symbolic Computation for Structural Equation Models

The symSEM package uses the caracas package, which depends on the SymPy library, for the symbolic computations.

The stable version can be installed from CRAN by: install.packages("symSEM")

The developmental version can be installed from GitHub by: ```

Install remotes package if it has not been installed yet

install.packages("remotes")

remotes::install_github("mikewlcheung/symsem") ```

Example

Compute a symbolic model-implied covariance and correlation matrices

``` library(symSEM)

A regression model

model <- "y ~ b1x1 + b2x2 ## Covariance between x1 and x2 x1 ~~ x2 ## Means y ~ b01 x1 ~ m11 x2 ~ m2*1"

Convert it into a RAM speculation

RAM <- metaSEM::lavaan2RAM(model)

Implied covariance matrix and mean structure

impliedS(RAM, corr=FALSE)

Implied correlation matrix

impliedS(RAM, corr=TRUE) ```

Owner

  • Name: Mike Cheung
  • Login: mikewlcheung
  • Kind: user
  • Location: Singapore
  • Company: NUS

I am a quantitative psychologist and a professor at Department of Psychology of National University of Singapore.

GitHub Events

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Last Year

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 10
  • Total Committers: 1
  • Avg Commits per committer: 10.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Mike Cheung m****g@n****g 10
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

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  • Total issues: 0
  • Total pull requests: 0
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  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
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  • Average comments per pull request: 0
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Packages

  • Total packages: 1
  • Total downloads:
    • cran 211 last-month
  • Total docker downloads: 1,473
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 3
  • Total maintainers: 1
cran.r-project.org: symSEM

Symbolic Computation for Structural Equation Models

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 211 Last month
  • Docker Downloads: 1,473
Rankings
Forks count: 28.8%
Dependent packages count: 29.8%
Stargazers count: 35.2%
Dependent repos count: 35.5%
Average: 42.5%
Downloads: 83.1%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.3.0 depends
  • OpenMx * imports
  • Ryacas * imports
  • metaSEM * imports
  • mvtnorm * imports
  • testthat * suggests
.github/workflows/R-CMD-check.yaml actions
  • actions/checkout v3 composite
  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite