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fido

Bayesian Multinomial Logistic Normal Regression

v1.1.2 · Feb 27, 2025 · GPL-3

Description

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'.

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CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 61.5Mb
  sub-directories of 1Mb or more:
    data   1.9Mb
    libs  57.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 62.9Mb
  sub-directories of 1Mb or more:
    data   2.7Mb
    libs  58.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.0Mb
  sub-directories of 1Mb or more:
    data   1.8Mb
    libs   2.2Mb
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/fido.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 61.5Mb
  sub-directories of 1Mb or more:
    data   1.9Mb
    libs  57.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 62.9Mb
  sub-directories of 1Mb or more:
    data   2.7Mb
    libs  58.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.0Mb
  sub-directories of 1Mb or more:
    data   1.8Mb
    libs   2.2Mb
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 61.5Mb
  sub-directories of 1Mb or more:
    data   1.9Mb
    libs  57.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 62.9Mb
  sub-directories of 1Mb or more:
    data   2.7Mb
    libs  58.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.0Mb
  sub-directories of 1Mb or more:
    data   1.8Mb
    libs   2.2Mb

Dependency Network

Dependencies Reverse dependencies Rcpp dplyr ggplot2 purrr tidybayes rlang tidyr fido

Version History

new 1.1.2 Mar 10, 2026
updated 1.1.2 ← 1.1.1 diff Feb 26, 2025
updated 1.1.1 ← 1.1.0 diff Jun 4, 2024
updated 1.1.0 ← 1.0.4 diff May 29, 2024
updated 1.0.4 ← 1.0.3 diff Mar 23, 2023
updated 1.0.3 ← 1.0.2 diff Aug 22, 2022
updated 1.0.2 ← 1.0.1 diff Jul 5, 2022
updated 1.0.1 ← 1.0.0 diff May 16, 2022
new 1.0.0 Feb 15, 2022