brms.mmrm

Bayesian MMRMs using 'brms'

v1.1.1 · Oct 2, 2024 · MIT + file LICENSE

Description

The mixed model for repeated measures (MMRM) is a popular model for longitudinal clinical trial data with continuous endpoints, and 'brms' is a powerful and versatile package for fitting Bayesian regression models. The 'brms.mmrm' R package leverages 'brms' to run MMRMs, and it supports a simplified interfaced to reduce difficulty and align with the best practices of the life sciences. References: Bürkner (2017) <doi:10.18637/jss.v080.i01>, Mallinckrodt (2008) <doi:10.1177/009286150804200402>.

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CRAN Check Status

11 NOTE

3 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	483.8s
r-devel-linux-x86_64-debian-gcc	NOTE	306.8s
r-devel-linux-x86_64-fedora-clang	NOTE	771.2s
r-devel-linux-x86_64-fedora-gcc	NOTE	747s
r-devel-macos-arm64	NOTE	100s
r-devel-windows-x86_64	NOTE	417s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	310s
r-oldrel-windows-x86_64	OK	593s
r-patched-linux-x86_64	NOTE	464s
r-release-linux-x86_64	NOTE	462.4s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	432s
r-release-windows-x86_64	NOTE	409s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.brms_mmrm_archetype.Rd’
    ‘utils_archetype.R’

NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.brms_mmrm_archetype.Rd’
    ‘utils_archetype.R’

NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.brms_mmrm_archetype.Rd’
    ‘utils_archetype.R’

NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.brms_mmrm_archetype.Rd’
    ‘utils_archetype.R’

NOTE r-devel-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.brms_mmrm_archetype.Rd’
    ‘utils_archetype.R’

NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'brm_archetype_average_cells.Rd' 'brm_archetype_average_effects.Rd'
    'brm_archetype_cells.Rd' 'brm_archetype_effects.Rd'
    'brm_archetype_successive_cells.Rd'
    'brm_archetype_successive_effects.Rd' 'brm_formula.Rd'
    'brm_prior_archetype.Rd' 'brm_prior_label.Rd' 'brm_prior_template.Rd'
    'brm_recenter_nuisance.Rd' 'summary.brms_mmrm_archetype.Rd'
    'utils_archetype.R'

OK r-oldrel-macos-arm64

OK r-oldrel-macos-x86_64

OK r-oldrel-windows-x86_64

NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.brms_mmrm_archetype.Rd’
    ‘utils_archetype.R’

NOTE r-release-linux-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.brms_mmrm_archetype.Rd’
    ‘utils_archetype.R’

NOTE r-release-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.brms_mmrm_archetype.Rd’
    ‘utils_archetype.R’

NOTE r-release-macos-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘utils_archetype.R’

NOTE r-release-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'brm_archetype_average_cells.Rd' 'brm_archetype_average_effects.Rd'
    'brm_archetype_cells.Rd' 'brm_archetype_effects.Rd'
    'brm_archetype_successive_cells.Rd'
    'brm_archetype_successive_effects.Rd' 'brm_formula.Rd'
    'brm_prior_archetype.Rd' 'brm_prior_label.Rd' 'brm_prior_template.Rd'
    'brm_recenter_nuisance.Rd' 'summary.brms_mmrm_archetype.Rd'
    'utils_archetype.R'

Check History

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

NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.b

NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.b

NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.b

NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.b

NOTE r-devel-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.b

NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'brm_archetype_average_cells.Rd' 'brm_archetype_average_effects.Rd'
    'brm_archetype_cells.Rd' 'brm_archetype_effects.Rd'
    'brm_archetype_successive_cells.Rd'
    'brm_archetype_successive_effects.Rd' 'brm_formula.Rd'
    'brm_prior_archetype.Rd' 'brm_prior_label.Rd' 'brm_prior_template.Rd'
    'brm_recenter_nuisance.Rd' 'summary.b

NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.b

NOTE r-release-linux-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.b

NOTE r-release-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘brm_archetype_average_cells.Rd’ ‘brm_archetype_average_effects.Rd’
    ‘brm_archetype_cells.Rd’ ‘brm_archetype_effects.Rd’
    ‘brm_archetype_successive_cells.Rd’
    ‘brm_archetype_successive_effects.Rd’ ‘brm_formula.Rd’
    ‘brm_prior_archetype.Rd’ ‘brm_prior_label.Rd’ ‘brm_prior_template.Rd’
    ‘brm_recenter_nuisance.Rd’ ‘summary.b

NOTE r-release-macos-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘utils_archetype.R’

NOTE r-release-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'brm_archetype_average_cells.Rd' 'brm_archetype_average_effects.Rd'
    'brm_archetype_cells.Rd' 'brm_archetype_effects.Rd'
    'brm_archetype_successive_cells.Rd'
    'brm_archetype_successive_effects.Rd' 'brm_formula.Rd'
    'brm_prior_archetype.Rd' 'brm_prior_label.Rd' 'brm_prior_template.Rd'
    'brm_recenter_nuisance.Rd' 'summary.b

Dependency Network

Version History

new 1.1.1 Mar 9, 2026