Provides methods for fitting and inspection of Bayesian Multinomial Logistic Normal Models using MAP estimation and Laplace Approximation as developed in Silverman et. Al. (2022) <https://www.jmlr.org/papers/v23/19-882.html>. Key functionality is implemented in C++ for scalability. 'fido' replaces the previous package 'stray'.
| Version: | 1.1.2 |
| Depends: | R (≥ 4.1.0) |
| Imports: | Rcpp (≥ 0.12.17),dplyr,ggplot2,purrr,tidybayes,rlang,tidyr |
| LinkingTo: | Rcpp,RcppEigen,RcppNumerical,RcppZiggurat,BH |
| Suggests: | testthat (≥ 2.1.0),knitr,rmarkdown,ape,numDeriv,LaplacesDemon,MCMCpack,phyloseq |
| Published: | 2025-02-27 |
| DOI: | 10.32614/CRAN.package.fido |
| Author: | Justin Silverman [aut, cre], Kim Roche [ctb], Michelle Nixon [ctb] |
| Maintainer: | Justin Silverman <JustinSilverman at psu.edu> |
| BugReports: | https://github.com/jsilve24/fido/issues |
| License: | GPL-3 |
| URL: | https://jsilve24.github.io/fido/ |
| NeedsCompilation: | yes |
| Citation: | fido citation info |
| Materials: | NEWS |
| CRAN checks: | fido results |
| Package source: | fido_1.1.2.tar.gz |
| Windows binaries: | r-devel:fido_1.1.2.zip, r-release:fido_1.1.2.zip, r-oldrel:fido_1.1.2.zip |
| macOS binaries: | r-release (arm64):fido_1.1.2.tgz, r-oldrel (arm64):fido_1.1.2.tgz, r-release (x86_64):fido_1.1.2.tgz, r-oldrel (x86_64):fido_1.1.2.tgz |
| Old sources: | fido archive |
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