Nonlinear Regression with ARMA Errors

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Eugene
Eugene 2014 年 9 月 4 日
回答済み: Roger Wohlwend 2014 年 9 月 5 日
Does Matlab have the capability of doing nonlinear regression where the errors follow an ARMA process? I need to determine significance of some of the parameters in a model and with correlated errors I have a highly inflated level of significance when the data is simulated under the Null hypothesis. As I read Seber and Wild (Nonlinear Regression) they indicate (page 285) that this is expected.

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Roger Wohlwend
Roger Wohlwend 2014 年 9 月 5 日
No, Matlab can only do linear regression with ARMA errors. Sometimes you can transform a non-linear equation into a linear one. If it is not possible in your case, you have to implement the regression yourself, using a non-linear optimizer. That sounds difficult, but it is not.

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