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multilevelcoda

Estimate Bayesian Multilevel Models for Compositional Data

v1.3.3 · Nov 11, 2025 · GPL (>= 3)

Description

Implement Bayesian multilevel modelling for compositional data. Compute multilevel compositional data and perform log-ratio transforms at between and within-person levels, fit Bayesian multilevel models for compositional predictors and outcomes, and run post-hoc analyses such as isotemporal substitution models. References: Le, Stanford, Dumuid, and Wiley (2025) <doi:10.1037/met0000750>, Le, Dumuid, Stanford, and Wiley (2025) <doi:10.1080/00273171.2025.2565598>.

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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
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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  8.1Mb
  sub-directories of 1Mb or more:
    doc   6.4Mb
NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘cmdstanr’
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  8.0Mb
  sub-directories of 1Mb or more:
    doc   6.4Mb
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘cmdstanr’
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  8.0Mb
  sub-directories of 1Mb or more:
    data   1.0Mb
    doc    6.4Mb
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'cmdstanr'
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

package dependencies

Package suggested but not available for checking: ‘cmdstanr’
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘cmdstanr’
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'cmdstanr'

Dependency Network

Dependencies Reverse dependencies data.table compositions brms extraoperators ggplot2 foreach future doFuture abind shiny shinystan loo bayesplot emmeans plotly +4 more dependencies multilevelcoda

Version History

new 1.3.3 Mar 9, 2026