Time-series simulation was carried out using the last observed values of the covariates (relative bacterial abundances and pH measured at 27 h) and predicting the next time-step using the fitted GAMs.

The residual standard deviation describes the difference in standard deviations of observed values vs. predicted values in a regression analysis. ... She is a FINRA Series 7, 63, and 66 license ...