PowerPoint Presentation Global predictors of regression fidelity A single number to characterize the overall quality of the surrogate. Equivalence measures Coefficient of…

PowerPoint Presentation Nonlinear regression 1 Review of Linear Regression 2 Basic equations 3 Example – Linear vs. Nonlinear Regression 4 Estimating uncertainty in coefficients…

PowerPoint Presentation Nonlinear regression 1 Review of Linear Regression 2 Basic equations 3 Example – Linear vs. Nonlinear Regression 4 Estimating uncertainty in coefficients…

Prediction variance Sampling plans for linear regression Given a domain, we can reduce the prediction error by good choice of the sampling points. The choice of sampling…

Prediction variance Sampling plans for linear regression Given a domain, we can reduce the prediction error by good choice of the sampling points. The choice of sampling…

PowerPoint Presentation Global predictors of regression fidelity A single number to characterize the overall quality of the surrogate. Equivalence measures Coefficient of…

4.2.1 Interpolation, extrapolation and prediction variance Prediction variance in Linear Regression Assumptions on noise in linear regression allow us to estimate the prediction…

PowerPoint Presentation Global predictors of regression fidelity A single number to characterize the overall quality of the surrogate. Equivalence measures Coefficient of…

Prediction variance Sampling plans for linear regression Given a domain, we can reduce the prediction error by good choice of the sampling points. The choice of sampling…