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if I read it correctly the paper you mention is about Nelson-Siegel and not Nelson-Siegel Svensson. The easier way to cross check it is to simply start by fixing theta and estimate the remaining parameters by OLS. If that works, then the optimization algorithm should work similarly. Below I attach a simple matlab code that does it and that you can adapt for ...

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