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Overall, the BTMs are well estimated by the prior model, and two exceptions are noted.
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White area: Represents the learning period, where posterior models are produced as a result of updating the prior model, by using the RGI data.
(6) White area: Represents the learning period, where posterior models are produced as a result of updating the prior model, by using the RGI data.
The Kalman gain, K, calculates a weighting factor that indicates the reliability of the measurements, to decide "how much to change the prior model by a given measurement".
Next, we added a prior prize term to the error model (Equation 2) to restrain the search space by favoring the interactions in the prior model.
We compared the models generated with different prior models for their prior scores (i.e., number of edges, which were both accepted by the algorithm and included in the prior model).
(2012), where differenced 2D MT inversions have achieved high accuracy by subtracting the prior-model response from all data and reducing the data error.
Next, a generalization of this estimator by employing the GGD prior model is derived and an efficient yet low-complexity scheme is introduced for the estimation of its parameters.
We use the probability distributions learnt by the previously described prior model as our initial prior policy.
That is, given the generalized prior model, the samples needed by GPR model could be reduced greatly meanwhile keeping precise.
The proposed simplification obtains the required prior model realizations by adding fluctuations around the company's short-term mining plan.
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