When working with small data sets, the prior distribution can become influential in the posterior results, especially with respect to the spread of the posterior distribution, even if non-informative settings are chosen.
As expected, the highest predictive accuracy was obtained under the most informative setting S1, whereas the practically more realistic settings resulted in reduced accuracies (Tables 2 and 3).
Therefore, there is need for more detailed direct observations in informative work settings to validate our findings and explore the underlying mechanisms.
Stated-preference non-market valuation approaches can be informative in certain settings where markets do not apply, but they are generally of limited utility reflecting the various dimensions of value/social priority.
To determine which antibody responses are likely to be most informative in different epidemiologic settings, it is critical to understand the natural variation in responses across these settings.
Creative Bayesian analyses involving informative priors, in multivariate settings and in cases involving covariates, are also notable for their absence.
Although a large sample is typically required for precise estimation, we showed that even smaller samples could be used to obtain informative results in realistic settings by incorporating order relation among group exposure means.
Is information always informative?
Non-dominant hand gestures may be more informative to listeners in everyday settings, however, because gestures with the dominant hand are likely to be too numerous to analyze intuitively.
Relatively few studies have evaluated indoor EDC levels, but existing data show variation within and between communities, providing evidence that research in multiple settings will be informative.
We also describe a timeline and age related differences which if reproduced in other settings could be informative to personnel and agencies preparing to assist communities following intense violence in longer-term conflicts.
