Bootstrap estimate of non linear regression parameters

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Mutlu
Mutlu 2011 年 12 月 11 日
Hello I am trying to estimate the parameters of a non linear regression equation of the form:
Y = b0 + b1X1 + b2X2 + b3X1^2 + b4X2^2
I guess there are couple of ways to estimate the parameters b0-b4 using the matlab \ operator and the fminsearch algorithm. However I need to estimate these parameters using bootstrap sampling but I am having trouble doing that along with estimating the reliability information for the parameters like the p value and standard error. Any help would be much appreciated.

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