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: | 1.0.2 |
| 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: | 2023-09-13 |
| 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.pdf |
| Vignettes: |
Eye gaze mapping Comparing faces Transformation matrices |
Downloads:
| Package source: | TriDimRegression_1.0.2.tar.gz |
| Windows binaries: | r-devel: TriDimRegression_1.0.2.zip, r-release: TriDimRegression_1.0.2.zip, r-oldrel: TriDimRegression_1.0.2.zip |
| macOS binaries: | r-release (arm64): TriDimRegression_1.0.2.tgz, r-oldrel (arm64): TriDimRegression_1.0.2.tgz, r-release (x86_64): TriDimRegression_1.0.2.tgz, r-oldrel (x86_64): TriDimRegression_1.0.2.tgz |
| Old sources: | TriDimRegression archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=TriDimRegression to link to this page.