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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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.