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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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installed package size

installed size is  8.1Mb
  sub-directories of 1Mb or more:
    doc   6.4Mb
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package dependencies

Package suggested but not available for checking: ‘cmdstanr’
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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'

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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 10, 2026
updated 1.3.3 ← 1.3.2 diff Nov 10, 2025
updated 1.3.2 ← 1.3.1 diff May 24, 2025
updated 1.3.1 ← 1.3.0.2 diff Nov 22, 2024
updated 1.3.0.2 ← 1.3.0.1 diff Jul 8, 2024
updated 1.3.0.1 ← 1.3.0 diff Jun 29, 2024
updated 1.3.0 ← 1.2.3 diff Jun 10, 2024
updated 1.2.3 ← 1.2.1 diff Mar 10, 2024
updated 1.2.1 ← 1.2.0 diff Aug 12, 2023
updated 1.2.0 ← 1.1.0 diff Aug 11, 2023
updated 1.1.0 ← 1.0.0 diff Jun 15, 2023
new 1.0.0 Jan 12, 2023