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

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