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The researchers, led by David Wilkinson of Liverpool John Moores University in the United Kingdom, did their best to get an accurate estimate of how much gas these big dinosaurs would have created, but their answers are still just estimates based on multiple assumptions, they warn.
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First, a principal components analysis was carried out to see if the solitary and gregarious forms were distinct based on multiple traits (with no prior assumptions about what differences might exist).
For example, adding a notation on whether a state was allocated based on multiple indicators, a single indicator or via time-based assumptions only.
Choose a company based on multiple factors.
To get a reliable result, it is persuasive to combine multiple tests based on different assumptions for the dataset, and only the outliers supported by multiple tests are considered as reliable candidates (Simonson et al., 2010; Zhao et al., 2013).
Using the RNM, the researchers built via simulation several prototype networks and then ran multiple simulations based on different assumptions, including varying amounts of PV generation.
Variables were initially chosen for multiple modelling based on clinical assumptions and only secondarily using the results from simple statistical analyses (P < 0.05).
Our results also suggest that a practical approach to detect loci under selection is to simultaneously apply multiple neutrality tests based on different assumptions and estimations.
Therefore the sample size was also calculated based on this demonstrated difference of 7% and examples of multiple sample sizes based on varying assumptions are illustrated in Table 1.
Our microsatellite data from northern Eurasian cattle populations empirically indicate a practical approach for identifying the best candidate loci under hitchhiking selection by simultaneously applying multiple neutrality tests based on different assumptions and parameter estimations.
In addition, since our data violate at least partly the model assumptions of equal population size and migration rates between populations for the FDIST2 test, the outliers from the test alone should be considered with caution although the multiple neutrality tests based on different assumptions and parameter estimation can minimize the possibility of false positives.
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