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How are the estimators distributed?
In order to find out precise statements about parameters of estimation, we require distributions of estimators.
In 2 ways, you may learn about the distribution of estimators
1. By specifying the conditional distribution of observations f (y|x) to derive the exact distribution of the estimator
2. Deriving the non-symmetric properties of the estimator.
The result obtained will help us to arrive in the following quantitative distribution
b(k) – b(K)/ σbk
Where b(k) is the OLS estimator of the coefficient of a variable in a multi varying OLS regression σbk its estimated standard error and b(K) its true value.
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