TriDimRegression: Bayesian Statistics for 2D/3D Transformations
Fits 2D and 3D geometric transformations via 'Stan' probabilistic programming engine ( Stan Development Team (2021) <https://mc-stan.org>). Returns posterior distribution for individual parameters of the fitted distribution. Allows for computation of LOO and WAIC information criteria (Vehtari A, Gelman A, Gabry J (2017) <doi:10.1007/s11222-016-9696-4>) as well as Bayesian R-squared (Gelman A, Goodrich B, Gabry J, and Vehtari A (2018) <doi:10.1080/00031305.2018.1549100>).
| Version: | 1.0.3 |
| Depends: | R (≥ 4.3.0),loo |
| Imports: | methods,Rcpp (≥ 0.12.0),rstan (≥ 2.26.0),dplyr,future,glue,purrr,tidyr,Formula,bayesplot |
| LinkingTo: | BH (≥ 1.66.0),Rcpp (≥ 0.12.0),RcppEigen (≥ 0.3.3.3.0),RcppParallel (≥ 5.0.1),rstan (≥ 2.26.0),StanHeaders (≥2.26.0) |
| Suggests: | testthat,knitr,rmarkdown,ggplot2 |
| Published: | 2025-10-09 |
| DOI: | 10.32614/CRAN.package.TriDimRegression |
| Author: | Alexander (Sasha) Pastukhov [aut, cre], Claus-Christian Carbon [aut] |
| Maintainer: | Alexander (Sasha) Pastukhov <pastukhov.alexander at gmail.com> |
| BugReports: | https://github.com/alexander-pastukhov/tridim-regression/issues |
| License: | GPL-3 |
| URL: | https://github.com/alexander-pastukhov/tridim-regression,https://alexander-pastukhov.github.io/tridim-regression/ |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Materials: | README,NEWS |
| CRAN checks: | TriDimRegression results |
Documentation:
| Reference manual: | TriDimRegression.html ,TriDimRegression.pdf |
| Vignettes: | Eye gaze mapping (source,R code) Comparing faces (source,R code) Transformation matrices (source,R code) |
Downloads:
| Package source: | TriDimRegression_1.0.3.tar.gz |
| Windows binaries: | r-devel:TriDimRegression_1.0.3.zip, r-release:TriDimRegression_1.0.3.zip, r-oldrel:TriDimRegression_1.0.3.zip |
| macOS binaries: | r-release (arm64):TriDimRegression_1.0.3.tgz, r-oldrel (arm64):TriDimRegression_1.0.3.tgz, r-release (x86_64):TriDimRegression_1.0.3.tgz, r-oldrel (x86_64):TriDimRegression_1.0.3.tgz |
| Old sources: | TriDimRegression archive |
Linking:
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