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Most of the researchers in the application areas usually use the EM algorithm to find estimators of the normal mixture distribution with unknown component specific variances without knowing much about the properties of the estimators.
Economic credentialing of physicians with excessive variances without risk-adjusting for other than average patients is problematic and remains unchecked partly because of the fundamental characteristics of the evolving health care industry in which costs are more easily measured than quality.
However, software that can estimate variances without relying on Monte Carlo simulation methods, e.g. through the use of approximations to maximum likelihood in complex GLMM is available but limited [ 52].
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Our pipeline achieves a Dice score of more than 82% for post-operative thrombus segmentation and provides a mean relative volume difference between ground truth and automatic segmentation that lays within the experienced human observer variance without the need of human intervention in most common cases.
However, if your project brief is clear, there shouldn't be a tremendous amount of variance without clear justification.
Samples containing 1 % sludge show higher variance without a clear trend.
Assume X1 and X2 to be independently exponentially distributed with unit variance without loss of generality.
A strategy that seeks to combine in a portfolio assets with returns that are less than perfectly positively correlated, in an effort to lower portfolio risk (variance) without sacrificing return.
In order to estimate the variance explained by the predictors, the additional variance explained by the added student-level or school-level variables was computed using this formula: (remaining variance without added predictors-remaining variance with added predictors)/remaining variance without added predictors.
It is designed for round-robin systems (like operating systems) and is generic, as it requires the mean and variance without the full distribution of the service time.
complex Gaussian circularly symmetric random variables with unit variance (without loss of generality); this means that both channel matrices are almost surely of full rank (i.e.e ).e
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com