Since A-optimal design reduces the overall spread of the posterior distribution, while the proposed method reduces the observable trajectory variance, we should also consider the posterior size in a fair comparison.
Knowledge of the entire pdf, in contrast to some specific observables (mean, variance etc)., fully characterizes the impact of uncertainty and variability.
Runs with DsInit size 50 and 100 K were discarded because of the risk of fluctuation in the first model due to sampling issues with smaller datasets, observable by higher variance in the accuracy.
While lab (or institution) was a clearly observable source of variance, it was always confounded by a unique combination of study factors used within each laboratory's in-life studies and possible contributions to variance from technical factors which cannot be discerned in this analysis.
Schmandt and Galán observe that, remarkably, the variance of the observable state (the membrane conductance) is almost identical in the reduced and the unreduced system.1 While the approximate process does not faithfully reproduce all aspects of the full process, it reproduces those features relevant to the neurophysiologist as well as to the larger biological system in which it is embedded.
At Toll Hikes The practice of politics, not unlike the frequent ingestion of hallucinogens, can leave practitioners sounding as if they are at direct variance with observable reality.
Also, except for populations with large heterogeneity in susceptibility, predicted variances in observable phenotypic infection characteristics were generally lower in these conditions (Table 2), indicating that genetic variation may not be fully observed in environments with low exposure.
Only at SNP rs11701 was a significant contribution of genotype to the variance in controls observable in all three populations; however, in the pooled dataset genotypes at every SNP except rs9322855 were shown to contribute significantly to variance in controls.
The key questions are how the mRNA distribution is affected by modifying the model in this way, whether these changes are reflected in observable differences in the mean, variance, skewness and kurtosis, and whether any such changes can be used in model fitting and model selection.
From an analytical perspective, factor saturations > 0.5 [ 24- 26], the explained variance on each observable variable (R ) and the degree of association between latent factors, all of which were standardized, were taken into account.
