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 usinganalyze_boutsfrom 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