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The aim of this study was to examine published reports for sources of excessive variance in neuroleptic malignant syndrome (NMS) incidence estimates.
Although the Bayesian MCMC approach is good at handling complex models, there is a risk of over-parameterization, which can result in problems with convergence and excessive variance in parameter estimates [ 81].
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Samples that did not pass quality control because of excessive variance between replicates (>0.5 standard error in number of copies per haploid genome) were excluded from further analysis.
The statistical evaluation showed that no single step in the sampling procedure contributed with excessive variance and that the variance caused by the sampling procedure was approximately the same as the variance in the chemical analysis observed over a year.
The popular inverse probability weighting method in causal inference is often hampered by extreme propensity scores, resulting in biased estimates and excessive variance.
The variation in λ, which accounts for the excessive variance which we observe, is input to the model using an extra parameter.
Examination of the microarray data revealed excessive variance within the data for these genes (itself probably a consequence of noticeable variation in the timing and onset of pigment development between replicate experiments).
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.
Factor 3 "organisational risks" is the third highest barrier accounting for 8.579 % of TVE and is responsible for 58.4, 55.4, 55.2 and 33.2 % of the variance in "excessive perceived economic risk", "organisational rigidities", "restrictive public/governmental regulations" and "hierarchical organisations".
Notwithstanding this, we nevertheless demonstrated an association between cervical length and AFI in those with excessive amniotic fluid volume, in whom AFI accounted for 17% of the variance in cervical length.
Between-person variance accounts for 33%% of total variance in the students' situational uncertainty ratings, indicating distinct but not excessive inter-individual differences in level [ICC1 = τ2/ τ2 + σ2) = 124.31/(124.31 + 255.38) = 0.327].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com