Person-specific and within-person network estimation from intensive longitudinal and panel data. Estimators include ordinary vector autoregression (VAR), graphical vector autoregression (graphical VAR), multilevel vector autoregression (mlVAR), rolling ordinary and graphical VAR, native Bayesian VAR and multilevel Bayesian VAR, unified Structural Equation Modeling (uSEM), and Group Iterative Multiple Model Estimation (GIMME). All estimators are native clean-room implementations. All functions are validated against authoritative literature. Also provides preprocessing audits, edge-stability diagnostics, model-comparison reports, and rolling forecast validation. Methods are described in <doi:10.1007/978-3-031-95365-1_20> and <doi:10.1080/00273171.2018.1454823>.
| Version: | 0.3.2 |
| Depends: | R (≥ 4.1) |
| Imports: | stats, utils, parallel |
| Suggests: | testthat (≥ 3.0.0), lme4, lavaan, cograph, mlVAR, MplusAutomation, knitr, rmarkdown |
| Published: | 2026-08-03 |
| DOI: | 10.32614/CRAN.package.idiographic (may not be active yet) |
| Author: | Mohammed Saqr [aut, cre, cph], Sonsoles López-Pernas [aut] |
| Maintainer: | Mohammed Saqr <saqr at saqr.me> |
| BugReports: | https://github.com/mohsaqr/idiographic/issues |
| License: | GPL-3 |
| Copyright: | see file COPYRIGHTS |
| URL: | https://github.com/mohsaqr/idiographic |
| NeedsCompilation: | no |
| Language: | en-GB |
| Materials: | README, NEWS |
| CRAN checks: | idiographic results |
| Reference manual: | idiographic.html , idiographic.pdf |
| Vignettes: |
6. Bayesian VAR and DSEM (source, R code) 10. Clean-room design (source, R code) 8. GIMME (source, R code) 4. Graphical VAR (source, R code) 1. idiographic (source, R code) 5. Multilevel VAR (source, R code) 3. Ordinary VAR (source, R code) 2. Preprocessing (source, R code) 9. Rolling networks (source, R code) 7. Unified SEM (source, R code) |
| Package source: | idiographic_0.3.2.tar.gz |
| Windows binaries: | r-devel: idiographic_0.3.2.zip, r-release: not available, r-oldrel: idiographic_0.3.2.zip |
| macOS binaries: | r-release (arm64): idiographic_0.3.2.tgz, r-oldrel (arm64): idiographic_0.3.2.tgz, r-release (x86_64): idiographic_0.3.2.tgz, r-oldrel (x86_64): idiographic_0.3.2.tgz |
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