PAutilities
This package provides utilities to support a range of tasks in
physical activity research. These include the items in the list below,
which is expected to grow and mature over time. Feature/pull requests
are encouraged!
- Activity intensity classification from metabolic equivalents and (if
available) posture
- Analysis of bout detection (i.e., change point detection) algorithm
performance
- Assessment of cardiovascular disease risk
- Bland-Altman analysis and plotting
Bouted moderate-to-vigorous physical activity analysis
(now recommend using analyze_bouts from PBpatterns)Demographic and anthropometric calculations (age, BMI,
BMI-for-age percentile, weight status) (now recommend using anthropometry)- Formatted descriptive statistics
- Indexed run length encoding
- Metabolic calculations (energy expenditure, unit conversions,
resting energy expenditure predictions, sliding window resting metabolic
rate calculations)
- Paired equivalence testing (including a plot method)
- Programming management (e.g. runtime updates, object
comparisons)
- Reordering data frame variables