# Extract confidence and prediction bands for the transition phase

Source:`R/predict.R`

`predict_bands_transition.Rd`

Extract confidence and prediction bands for the transition phase

## Arguments

- .data
The nornalized data retrieved from

`normalize_transitions()`

. The data should be filtered to only the 'transition' phase before passing to the function.- time_column
The name (quoted) of the column containing the time. Depending on the language of your system, this column might not be "t". Therefore, you may specify it here. Default to "t".

- vo2_column
The name (quoted) of the column containing the absolute oxygen uptake (VO2) data. Default to 'VO2'.

- cleaning_level
A numeric scalar between 0 and 1 giving the confidence level for the intervals to be calculated.

- cleaning_model
The

`nls`

model to retrieve the bands from.

## Value

a tibble containing the following columns:

- x
The provided time data.

- y
The provided VO2 data.

- .fitted
The predicted response for that observation.

- .resid
The residual for a particular point.

- lwr_conf
Lower limit of the confidence band.

- upr_conf
Upper limit of the confidence band.

- lwr_pred
Lower limit of the prediction band.

- upr_pred
Upper limit of the prediction band.