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: NA
Author: Alexander (Sasha) Pastukhov ORCID iD [aut, cre], Claus-Christian Carbon ORCID iD [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:

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