Download - File P_g_1.zip

Confidence regions for the location of response surface optima

Communications in Statistics - Simulation and Computation (often accessed via ResearchGate ). Download File P_G_1.zip

The paper describes a bootstrapping approach for calculating confidence regions of optima in response surface models, particularly for quadratic polynomial and Thin Plate Spline models. Why the ZIP file is relevant The P_G_1.zip file typically contains: R Code: Scripts used to implement the OptimaRegion package. Confidence regions for the location of response surface

* probability of covering the true parameter. More specifically, we wish to find a CR for the function: * x∗=h(x;ˆ β) = arg max f(x, ResearchGate * probability of covering the true parameter

Sample data (often referred to as P , G , or 1 in the context of specific examples within the paper) used to demonstrate the calculation of confidence regions for the true maximum of a function.

Confidence regions for the location of response surface optima: the R package OptimaRegion.

Confidence regions for the location of response surface optima