Function reference • whippr

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