Previous work has led to the development of tests based on asymptotic theory, either for large numbers of samples or groups; however, most experiments comprise only small or moderate numbers of experimental units in each individual group or sample.
The longest experiment we performed to create a learning curve using active learning as sample selection method run on a single core laptop for several days, though most experiments needed only a few hours.
Moreover, most animal experiments only focused on the progression of shock states during a very short time period rarely exceeding 24 hours.
Unless specified, for most of the simulation experiments, only three populations representing the main continental groups were taken from the full HapMap data, namely CEU (European ancestry), CHB (East Asian ancestry) and YRI (African ancestry), with 50 individuals in each group.
In most experiments, these preparatory phases had only minimal effects on network synchrony, but in some experiments (as in the one shown here), activation of the mixing system (Phase II) induced some asynchronous firing, resulting in some reduction of Sync Ratio values.
The determination of all the dangerous properties is a long and difficult task, thus it is very important to have tools to quickly screen and highlight the most hazardous compounds, focusing the experiments only on the prioritized compounds.
Not only are most experiments not reproduced, most are probably not reproducible.
