This is an example output tibble from the model_trend function applied on the Central Baltic Sea food web indicator demonstration data.

model_trend_ex

Format

A data frame with 12 rows and 9 variables:

ind_id

Indicator IDs.

ind

Indicator names.

p_val

The p values for the smoothing term (here time).

model

A list-column of indicator-specific gam objects.

ind_train

A list-column with indicator values of the training data.

time_train

A list-column with the time values (e.g. years) of the training data.

pred

A list-column with indicator values predicted from the GAM for the training period.

ci_up

A list-column with the upper 95% confidence interval of predicted indicator values.

ci_low

A list-column with the lower 95% confidence interval of predicted indicator values.