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For combinations of a large number of models, the weighted average sometimes provided smaller RMSEs of about 0.01 log units, which was not significantly different compared to the simple average.
In the Bayesian Q-learning models, the weighted sum of the mean and standard deviation of Q a was utilized for action choice, and the prediction of the left choice probability was given by the following soft-max equation: 12 where β and ϕ were free parameters.
Under each model, the (time-independent) parameter estimate is a weighted average of the underlying time-specific parameter estimates, and as the number of subjects at risk at each time is different under the various models, the weighted averages will also be different.
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Three methods have previously been presented in Computer and Industrial Engineering for the selection of a statistical distribution to describe a data-set: the weighted sum model, the weighted multiplication model and data envelopment analysis.
For improving the adaptability of the model, the weighted parameter between them is then designed according to the gradient information of image.
In the upscaled model, the weighted geometric mean hydraulic conductivity of individual allotments is found to provide the best match to an individual allotment model when comparing total outflow volume and peak flow rate.
A variant of Hidden Markov Model, the weighted Markov Chain Model, has also been applied to classify composers [21].
This model is based on the GAC model, the region-scalable fitting model, the weighted bounded variation model and the active contour model based on the Mumford-Shah model.
This model is inspired by the GAC model, the region-scalable fitting model, the weighted bounded variation model and the active contour model based on the Mumford-Shah model.
After adjusting for all other factors, including the length of breastfeeding in the model, the weighted vertical transmission rate was 13.7%.
In the same linear regression model, the weighted Genetic Risk Score was also significantly associated with serum 25(OH D levels (β = −0.947, P = 0.001).
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