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tigerbill
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Joined: April 22nd, 2004, 7:14 pm

Can we calculate t-statistics when objective function is minimizing pricing error?

July 9th, 2012, 12:57 pm

We can calculate it when the objective function is log-likelihood, I am wondering if we can do so when the objective is pricing error of a nonlinear function, say, RMSE (root mean squared error). The definition of t-value doesn't stop us computing it, however, I notice the parameters' standard error changes when we scale the objective function (and thus the t-value), for example, multiplying RMSE by 100, etc.Thanks a lot.