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tma: Transmodal Analysis (TMA)
A robust computational framework for analyzing complex multimodal data. Extends existing state-dependent models to account for diverse data streams, addressing challenges such as varying temporal scales and learner characteristics to improve the robustness and interpretability of findings. For methodological details, see Shaffer, Wang, and Ruis (2025) "Transmodal Analysis" <doi:10.18608/jla.2025.8423>.
| Version: |
0.3.0 |
| Depends: |
R (≥ 3.6), data.table |
| Imports: |
stats, methods, rlang, jsonlite, Rcpp |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
testthat (≥ 2.1.0), rstudioapi, knitr, rmarkdown |
| Published: |
2025-08-25 |
| DOI: |
10.32614/CRAN.package.tma |
| Author: |
Cody L Marquart 
[aut, cre],
Muhammad Hasnat Ashiq [aut],
David Williamson Shaffer [aut] |
| Maintainer: |
Cody L Marquart <cody.marquart at wisc.edu> |
| License: |
GPL-3 |
| NeedsCompilation: |
yes |
| Materials: |
README, NEWS |
| CRAN checks: |
tma results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=tma
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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