The Co Laboratory

Discovering New Concepts in Interfacial Reaction and Engineering for
Template Synthesis of Nanomaterials, Encapsulation, and Dynamic Control of Cell-Biomaterial Interfaces

Error Analysis via Bootstrapping

BootStrapExample97.xls contains three fully documented spreadsheet examples of how to perform error-analysis using the bootstrapping technique and use the global optimizer routine; you must be familiar with the spline functions and array-formulas before proceeding to this example. Make sure to read and understand all of the attached comments before running the bootstrap error-analysis and global optimization routines. There are also a few interesting and useful Excel functions contained in this spreadsheet that you may be wish to read more about in the Excel HELP documentation.

Non-linear Regression:  Estimation of parameter uncertainties  via (1) Boostrapping and/or (2) Covariance Analysis

Bootstrapping analysis of error in the determination of reaction rate profile and conversion at maximum rate of reaction from conversion data