FB4 Uncertainty Propagation Functions

Functions for propagating p-value uncertainty to consumption predictions using two approaches: the delta method (predict_consumption_delta), which applies a first-order Taylor series approximation and is efficient when the consumption-p relationship is approximately linear; and a parametric bootstrap (predict_consumption_bootstrap), which samples from the estimated p-value distribution, runs a full FB4 simulation for each sample, and derives the full consumption uncertainty distribution without linearity assumptions.

Value

No return value; this page documents the uncertainty and prediction functions. See individual function documentation for return values.

References

Deslauriers, D., Chipps, S.R., Breck, J.E., Rice, J.A. and Madenjian, C.P. (2017). Fish Bioenergetics 4.0: An R-based modeling application. Fisheries, 42(11), 586–596. doi:10.1080/03632415.2017.1377558