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This example is created by Shuvashish Mondal with help from Shammah Lilonfe, Stephen Cini, Joe Jackson, Dr. Daniel Laky, and Dr. Alexander Dowling using the data and the equation from "Nonlinear Regression Analysis and Its Applications - 1988 - Bates" p.33 Example. This example below implements
parmest
, andscipy
for parameter estimation,DOE
for full factorial design and covarianve matrix caluculation and compare the parameter estimation and covariance matrix esitmated fromDOE
andParmest
withscipy
andMonte Carlo
. @adowling2