Data Management Tools for Real-Time Monitoring/Ecological Momentary Assessment Data
Overview
Do data management functions common in real-time monitoring (also called: ecological momentary assessment, experience sampling, micro-longitudinal) data, including creating power curves for multilevel data, centering on participant means and merging event-level data into momentary data sets where you need the events to correspond to the nearest data point in the momentary data. For background on this data type see Shiffman, Stone and Hufford (2008) doi:10.1146/annurev.clinpsy.3.022806.091415, and on the centering methods see Enders and Tofighi (2007) doi:10.1037/1082-989X.12.2.121. This is VERY early release software, and more features will be added over time.
- Added method references (with DOIs) to the DESCRIPTION, as requested by CRAN.
- Replaced all
\dontrun{}examples: the centering and observation-numbering functions now have self-contained, executable examples, and the model-fitting and plotting functions use\donttest{}with runnable code.
From NEWS.md in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK6 OK2026-06-23
Documentation
- Help pages
- 8
- Examples that run
- 63%5 run in a plain check · 3 only when donttest examples are enabled (R CMD check --as-cran)
- Exported functions with examples
- 100%
- Documented parameters
- not tracked
- Return-value docs
- not tracked
- Help pages citing references
- 0%
Downloads
Dependencies
Installing EMAtools adds 37 packages (15 with compiled code, 45 MB of source tarballs). Heaviest: BH 14 MB, ggplot2 6.0 MB, lme4 4.3 MB.
CRAN will archive these unless their check problems are fixed by the date shown. This package needs each one to install.
Code & Tests
People & History
Pick two releases to compare their code metrics.
- unarchivedReturned to CRAN2026-06-22
- 0.1.6Latest
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- archivedRemoved from CRAN2024-06-16issues were not corrected despite reminders
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- 0.1.42021-10-31 · diff ↗
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- 0.1.32017-08-03 · diff ↗
- 0.1.22017-06-06 · diff ↗
- 0.1.02017-05-15
Show 1 earlier eventHide 1 earlier event
- RR 3.4.0 released · 2017-04-21
Package metadata
- First published
- 2017-05-15
- Total releases
- 5 / 9 yrs
- License
- MIT + file LICENSE OSI
- Download size
- 9.9 KB
Cite
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Run in R for the authors' preferred citation:
citation("EMAtools")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
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