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All logistic regression models were estimated using penalized likelihood to reduce small-sample bias in maximum likelihood estimation [20, 21].
The smoothing parameters were set by maximum likelihood to reduce the risk of over fitting associated with other methods (Wood 2011).
As an extension of this concept it may be speculated that the pain pattern in a patient and the likelihood to reduce the pain by cytokine neutralization depends on the cytokines which are predominant in the pathogenesis of the disease.
In the tree figures shown, the topology support values are labeled on the Bayesian consensus tree in the order % Bayesian posterior probability/% bootstrap Maximum Likelihood to reduce and standardize the characters and figures used.
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This paper investigates the efficacy of regularized estimation of covariance components in a maximum likelihood framework, imposing a penalty on the likelihood designed to reduce sampling variation.
The eigenvalues of adjacent 2k 1 bands are averaged prior to the likelihood calculation to reduce random fluctuation.
Also, we propose a general weighted likelihood method to reduce the bias caused by the heterogeneity in the inference after a trial.
The aim of managing strategy threats is to reduce likelihood of occurrence and mitigate consequence if the threat materializes.
We propose a weighted maximum likelihood bias correction method to reduce decision errors.
Know the causes of diabetes, then make choices to reduce likelihood of ever developing it.
Our highest priority should be to reduce the likelihood of such an event.
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