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README
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
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