holi

Higher Order Likelihood Inference Web Applications

v0.1.1 · Aug 24, 2024 · MIT + file LICENSE

Description

Higher order likelihood inference is a promising approach for analyzing small sample size data. The 'holi' package provides web applications for higher order likelihood inference. It currently supports linear, logistic, and Poisson generalized linear models through the rstar_glm() function, based on Pierce and Bellio (2017) <doi:10.1111/insr.12232> and 'likelihoodAsy'. The package offers two main features: LA_rstar(), which launches an interactive 'shiny' application allowing users to fit models with rstar_glm() through their web browser, and sim_rstar_glm_pgsql(), which streamlines the process of launching a web-based 'shiny' simulation application that saves results to a user-created 'PostgreSQL' database.

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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	52.7s
r-devel-linux-x86_64-debian-gcc	NOTE	36.5s
r-devel-linux-x86_64-fedora-clang	NOTE	82.7s
r-devel-linux-x86_64-fedora-gcc	NOTE	80.1s
r-devel-macos-arm64	NOTE	16s
r-devel-windows-x86_64	NOTE	73s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	51s
r-oldrel-windows-x86_64	OK	89s
r-patched-linux-x86_64	NOTE	48.6s
r-release-linux-x86_64	NOTE	47.6s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	45s
r-release-windows-x86_64	NOTE	71s

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    'rstar_glm.Rd' 'run_sim_rstar_glm.Rd' 'sim_rstar_glm.Rd'

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    'rstar_glm.Rd' 'run_sim_rstar_glm.Rd' 'sim_rstar_glm.Rd'

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    'rstar_glm.Rd' 'run_sim_rstar_glm.Rd' 'sim_rstar_glm.Rd'

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    ‘rstar_glm.Rd’ ‘run_sim_rstar_glm.Rd’ ‘sim_rstar_glm.Rd’

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:
    'rstar_glm.Rd' 'run_sim_rstar_glm.Rd' 'sim_rstar_glm.Rd'

Dependency Network

Version History

new 0.1.1 Mar 9, 2026

Maintainer

Mackson Ncube

Dependencies

Imports

DT ggplot2 likelihoodAsy MASS pool RPostgres shiny shinythemes sn

Suggests

testthat (>= 3.0.0)

Compilation

No compilation needed

First Published

Mar 9, 2026

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