MIMSunit

Algorithm to Compute Monitor Independent Movement Summary Unit (MIMS-Unit)

v0.11.3 · May 14, 2026 · MIT + file LICENSE

Description

The MIMS-unit algorithm is developed to compute Monitor Independent Movement Summary Unit, a measurement to summarize raw accelerometer data while ensuring harmonized results across different devices. It also includes scripts to reproduce results in the related publication (John, D., Tang. Q., Albinali, F. and Intille, S. (2019) <doi:10.1123/jmpb.2018-0068>).

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CRAN Check Status

13 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	83.1s
r-devel-linux-x86_64-debian-gcc	OK	71.6s
r-devel-linux-x86_64-fedora-clang	OK	133.5s
r-devel-linux-x86_64-fedora-gcc	OK	116.7s
r-devel-windows-x86_64	OK	109s
r-oldrel-macos-arm64	OK	29s
r-oldrel-macos-x86_64	OK	72s
r-oldrel-windows-x86_64	OK	135s
r-patched-linux-x86_64	OK	78.7s
r-release-linux-x86_64	OK	77.5s
r-release-macos-arm64	OK	27s
r-release-macos-x86_64	OK	73s
r-release-windows-x86_64	OK	108s

Check History

OK 8 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 15, 2026

Archived

Mar 27, 2026

ERROR 5 OK · 0 NOTE · 0 WARNING · 9 ERROR · 0 FAILURE Mar 10, 2026

ERROR r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Qu Tang <tang.q@northeastern.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

ERROR r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Qu Tang <tang.q@northeastern.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

ERROR r-devel-linux-x86_64-fedora-clang

examples

Running examples in ‘MIMSunit-Ex.R’ failed
The error most likely occurred in:

> ### Name: import_mhealth_csv
> ### Title: Import raw multi-channel accelerometer data stored in mHealth
> ###   Specification
> ### Aliases: import_mhealth_csv
> 
> ### 
...[truncated]...
:import_mhealth_csv(filepath)
 2.   └─readr::read_csv(file = filepath, quoted_na = TRUE, col_types = coltypes)
 3.     └─lifecycle::deprecate_stop(...)
 4.       └─lifecycle:::deprecate_stop0(msg)
 5.         └─rlang::cnd_signal(...)
Execution halted

ERROR r-devel-linux-x86_64-fedora-gcc

examples

Running examples in ‘MIMSunit-Ex.R’ failed
The error most likely occurred in:

> ### Name: import_mhealth_csv
> ### Title: Import raw multi-channel accelerometer data stored in mHealth
> ###   Specification
> ### Aliases: import_mhealth_csv
> 
> ### 
...[truncated]...
:import_mhealth_csv(filepath)
 2.   └─readr::read_csv(file = filepath, quoted_na = TRUE, col_types = coltypes)
 3.     └─lifecycle::deprecate_stop(...)
 4.       └─lifecycle:::deprecate_stop0(msg)
 5.         └─rlang::cnd_signal(...)
Execution halted

ERROR r-devel-windows-x86_64

examples

Running examples in 'MIMSunit-Ex.R' failed
The error most likely occurred in:

> ### Name: import_mhealth_csv
> ### Title: Import raw multi-channel accelerometer data stored in mHealth
> ###   Specification
> ### Aliases: import_mhealth_csv
> 
> ### 
...[truncated]...
:import_mhealth_csv(filepath)
 2.   └─readr::read_csv(file = filepath, quoted_na = TRUE, col_types = coltypes)
 3.     └─lifecycle::deprecate_stop(...)
 4.       └─lifecycle:::deprecate_stop0(msg)
 5.         └─rlang::cnd_signal(...)
Execution halted

ERROR r-patched-linux-x86_64

examples

Running examples in ‘MIMSunit-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: import_mhealth_csv
> ### Title: Import raw multi-channel accelerometer data stored in mHealth
> ###  
...[truncated]...
...)
 4.       └─lifecycle:::deprecate_stop0(msg)
 5.         └─rlang::cnd_signal(...)
Execution halted
Examples with CPU (user + system) or elapsed time > 5s
                          user system elapsed
illustrate_extrapolation 4.325  0.067   5.383

ERROR r-release-linux-x86_64

examples

Running examples in ‘MIMSunit-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: import_mhealth_csv
> ### Title: Import raw multi-channel accelerometer data stored in mHealth
> ###  
...[truncated]...
...)
 4.       └─lifecycle:::deprecate_stop0(msg)
 5.         └─rlang::cnd_signal(...)
Execution halted
Examples with CPU (user + system) or elapsed time > 5s
                          user system elapsed
illustrate_extrapolation 4.246  0.043   5.422

ERROR r-release-windows-x86_64

examples

Running examples in 'MIMSunit-Ex.R' failed
The error most likely occurred in:

> ### Name: import_mhealth_csv
> ### Title: Import raw multi-channel accelerometer data stored in mHealth
> ###   Specification
> ### Aliases: import_mhealth_csv
> 
> ### 
...[truncated]...
:import_mhealth_csv(filepath)
 2.   └─readr::read_csv(file = filepath, quoted_na = TRUE, col_types = coltypes)
 3.     └─lifecycle::deprecate_stop(...)
 4.       └─lifecycle:::deprecate_stop0(msg)
 5.         └─rlang::cnd_signal(...)
Execution halted

ERROR r-oldrel-windows-x86_64

examples

Running examples in 'MIMSunit-Ex.R' failed
The error most likely occurred in:

> ### Name: import_mhealth_csv
> ### Title: Import raw multi-channel accelerometer data stored in mHealth
> ###   Specification
> ### Aliases: import_mhealth_csv
> 
> ### 
...[truncated]...
:import_mhealth_csv(filepath)
 2.   └─readr::read_csv(file = filepath, quoted_na = TRUE, col_types = coltypes)
 3.     └─lifecycle::deprecate_stop(...)
 4.       └─lifecycle:::deprecate_stop0(msg)
 5.         └─rlang::cnd_signal(...)
Execution halted

Code & tests

Open call graph →

Line coverage

–

Expression

–

Tests / Examples

–

Functions

56 34 exported

Complexity

4.1 avg / 30 max

Call network

56 nodes / 58 edges

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

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Lowest coverage

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

Code

Structure

Lines of code

6,768

Files

Compiled share

Has compiled src

Language breakdown

R 4,081 (60.3%)Tests 61 (0.9%)Docs 2,626 (38.8%)

API

Exported functions

Internal functions

Recent export changes

v0.9.1+1 shiny_app

v0.8.2+35 aggregate_for_mims, aggregate_for_orientation, bandlimited_interp +32 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.01

testthat edition

–

CI present

CI type

[]

PR gated

Docs

Return-value doc rate

93.8%

\dontrun example ratio

3.1%

Roxygen coverage

100%

Has pkgdown

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

Dep constraint coverage

100%

Secret pattern count

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.6.0

System requirements

C++ standard

–

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

First release

2020-03-02

Latest release

2026-05-14

Avg cadence

103 days

Cold removal rate

100%

Dep drift

LOC over versions

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

Dependency Network

Version History

11 tracked

new 0.11.3 May 14, 2026

removed 0.11.2 Mar 27, 2026

new 0.11.2 Mar 10, 2026

updated 0.11.2 ← 0.11.1 diff Jun 20, 2022

updated 0.11.1 ← 0.11.0 diff Nov 19, 2021

updated 0.11.0 ← 0.10.0 diff Sep 2, 2021

updated 0.10.0 ← 0.9.2 diff Apr 28, 2021

updated 0.9.2 ← 0.9.1 diff Jul 31, 2020

updated 0.9.1 ← 0.9.0 diff May 20, 2020

updated 0.9.0 ← 0.8.2 diff Apr 24, 2020

new 0.8.2 Mar 1, 2020