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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

3 NOTE
11 OK
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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-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
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 details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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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
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 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 9, 2026