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The commonly used fitting methods include the method of moments, the method of maximum likelihood, the method of L-moments, and the Lieblein BLUE (i.e., generalized least-squares method (GLSM)).
First, compute clustering probability, in another word, the expectation's class value; Second, Maximum likelihood the given data's distribution.
The dashed line is the prediction with maximum likelihood, the shaded area is the 95%% credibility interval on the prediction.
The first step is to estimate by maximum likelihood the ordered Probit model as done in Table 6, which gives consistent estimates for β ̂ and μ ̂ k.
For maximum likelihood, the sum of the log likelihoods are evaluated for one-, five- and ten-day returns using overlapping data for the five and ten day returns.
Even when the regression technique is based upon the principle of maximum likelihood, the result can still be given this geometric interpretation.
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The investigated methods are the mean wind speed method, the maximum likelihood method, the modified maximum likelihood method, the graphical method and the power density method.
Therefore, the maximum likelihood on the distance is not applied.
It was calculated as 2 × (L1 − L0), where L1 is the maximum likelihood value of the alternative hypothesis and L0 the maximum likelihood value of the null hypothesis.
Second, we use maximum likelihood as the method of inference.
With maximum likelihood decoder, the decision rule is (8).
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