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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-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 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 7, 2026
ERROR r-devel-linux-x86_64-debian-gcc

PDF version of manual

Rd conversion errors:
Converting parsed Rd's to LaTeX .....Warning in file(out, "wt") :
  cannot open file '/tmp/RtmpwKnD3c/file1f353976fb9a9d': No space left on device
Warning in file(con, "r") :
  cannot open file '/tmp/RtmpwKnD3c/file1f353976fb9a9d': No such file or directory
Error in file(con, "r") : cannot open the connection
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 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

12 tracked
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