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The proposed GB conversion, as most other methods, simply replaces the spectral envelopes extracted from the source signal with the converted outcome.
The posterior weights are used to obtain the converted outcome as a discrete Bayesian approximation (as defined in Eq. (12)) mathcal{F}{{mathbf{x}_{t}}} = Eleft[mathbf{y}_{t}|mathbf{x}_{1 t}right]approx sum_{k=1}^{N_{y}}{w_{t|t}^{k} mathbf{y}_{t}^{k}}.
The desired values for these measures are ND→0 and NGV→1, indicating that the converted outcome is close to the target signal in terms of spectral similarity and global variance.
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We converted outcomes relating to the RITA into the equivalent ARCP outcomes where applicable.
The derived decision tree excludes participant information, and converts outcome measures into a likelihood or probability.
This article describes a suite of web applications developed to facilitate the process of converting outcome databases into clinical manuscripts, to streamline the interdisciplinary collaboration of researchers, and to connect all different steps of the outcomes research process.
The tree structures derived for these outcomes will be intermediate representations from which further statistical analyses are required to convert outcome values to probabilities to populate a true "decision-ready" tree.
In general, Bayesian methods use the Bayes-Theorem to interpret the unknown estimate by converting outcomes of one or more trials of a prior probability distribution in a posterior distribution – likelihood estimation.
We standardized the cost-effectiveness ratios by converting all costs to US dollars for the year 2004 and converting outcomes into DALYs as needed.
This approach converts outcomes into money, but uses the relative impact of the outcome measure compared with income on well-being to provide the calibration.
This allows each of the outcomes associated with the prevention of PPH to be considered without converting outcomes to a single measure, such as quality adjusted life years; allowing decision makers to make their own trade-offs between outcomes [ 18].
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