Confidence bands for a regression-based, non-linear decomposition model

Abstract

Parameter estimation can be performed on field or experimental data by using non-linear estimation procedures, and confidence regions for these estimates can be constructed. For model evaluation it is also important to determine confidence bands about the time function. These bands may be derived from the confidence regions for the parameter estimates. The procedure is illustrated for a two-compartment model of cypress leaf litter decomposition.