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Read data

Read raw data from metabolic cart.

read_data()
Read data from metabolic cart

Interpolate data

Interpolate data from breath-by-breath into second-by-second

interpolate()
Interpolate data from breath-by-breath into second-by-second

Perform averages

Perform average on second-by-second data

perform_average()
Perform average on second-by-second data

VO2 kinetics analysis

Tools for performing VO2 kinetics analysis

vo2_kinetics()
VO2 kinetics
normalize_first_breath()
Normalize first breath
normalize_time()
Normalize time column
normalize_transitions()
Normalize transitions
detect_outliers()
Detect outliers
plot_outliers()
Plot outliers
predict_bands()
Extract confidence and prediction bands
predict_bands_baseline()
Extract confidence and prediction bands for the baseline phase
predict_bands_transition()
Extract confidence and prediction bands for the transition phase
process_data()
Process data for VO2 kinetics fitting
perform_kinetics()
Perform VO2 kinetics fitting
get_residuals()
Get residuals
model_diagnostics()
Model diagnostics

VO2 max analysis

Tools for performing incremental test analysis

incremental_normalize()
Normalize incremental test data
plot_incremental()
Plot incremental test work rate
detect_outliers()
Detect outliers
perform_max()
Perform VO2max calculation
vo2_max()
VO2max

Additional tools

Collection of a few additional helpful tools

run_manual_cleaner()
Manual data cleaner
theme_whippr()
Whippr ggplot2 theme
print(<whippr>)
Whippr print method