Simultaneous confidence bands for nonlinear regression models |
| |
| Authors: | Fariborz Khorasani George A. Milliken |
| |
| Affiliation: | 1. Bipolar Division , Fairchild Corporation A Schlumberger Company ,;2. Kansas State University , Manhattan, Kansas |
| |
| Abstract: | The maximization and minimization procedure for constructing confidence bands about general regression models is explained. Then, using an existing confidence region about the parameters of a nonlinear regression model and the maximization and minimization procedure, a generally conservative simultaneous confidence band is constructed about the model. Two examples are given, and some problems with the procedure are discussed |
| |
| Keywords: | maximization and minimization procedures enzyme kinetic model nonlinear confidence bands logistic response model |
|
|
