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bulkQC

Quality Control and Outlier Identification in Bulk for Multicenter Trials

v1.1 · Apr 27, 2024 · GPL-3

Description

Multicenter randomized trials involve the collection and analysis of data from numerous study participants across multiple sites. Outliers may be present. To identify outliers, this package examines data at the individual level (univariate and multivariate) and site-level (with and without covariate adjustment). Methods are outlined in further detail in Rigdon et al (to appear).

Downloads

CRAN

580

Last 30 days

6322nd

1.8K

Last 90 days

7.2K

Last year

Trend: -6.6% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

25

Last 90 days

104

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

7

Last 7 days

27

Last 30 days

1

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

2 NOTE
11 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
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 details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Joseph Rigdon <jrigdon@wakehealth.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Joseph",
                    family = "Rigdon",
                    role = c("aut", "cre"),
                    email = "jrigdon@wakehealth.edu")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Joseph Rigdon <jrigdon@wakehealth.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Joseph",
                    family = "Rigdon",
                    role = c("aut", "cre"),
                    email = "jrigdon@wakehealth.edu")
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Joseph Rigdon <jrigdon@wakehealth.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Joseph",
                    family = "Rigdon",
                    role = c("aut", "cre"),
                    email = "jrigdon@wakehealth.edu")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Joseph Rigdon <jrigdon@wakehealth.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Joseph",
                    family = "Rigdon",
                    role = c("aut", "cre"),
                    email = "jrigdon@wakehealth.edu")
as necessary.

Line coverage

Expression

Tests / Examples

Functions

5 5 exported

Complexity

4.4 avg / 10 max

Call network

5 nodes / 1 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

Code

Structure

Lines of code

416

Files

10

Compiled share

0%

Has compiled src

No

Language breakdown

R 211 (50.7%)Docs 205 (49.3%)

API

Exported functions

5

Internal functions

0

Recent export changes

v1.1+5 getOutliers, ind_multi, ind_uni +2 more

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

1

First release

2024-04-27

Latest release

2024-04-27

Avg cadence

Cold removal rate

Dep drift

0

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies isotree stddiff bulkQC

Version History

1 tracked
new 1.1 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Apr 27, 2024. Releases before tracking aren’t shown.