Overall, the manuscript displays great scholarship, with a strong dataset, and conclusions are fully supported by the data.
Furthermore, our study provides a strong dataset for future diagnostic strategies aiming to predict biogas production of mesophile reactors on the basis of their microbial composition.
Throughout the book, Undargaa provides a very strong dataset and theoretical justification for such a position.
By comparing our study's results with those from two recent array studies using post-mortem tissues from E. coli infected cows [ 14, 15], we identified a particularly strong dataset of the statistically significant genes and genetic pathways present in the mammary tissue during the acute phase at 24 h.
Those who use the platform also contribute to Mapillary's wider database, which means that the system is building stronger datasets exactly in the locations where there is demand at the moment, without filling in the blanks for other places, which will be populated more as and when the need to do so arises — not unlike how Waze was built in its early days, well before getting acquired by Google.
Those who use the platform also contribute to Mapillary's wider database, which means that the system is building stronger datasets exactly in the locations where there is demand at the moment, without filling in the blanks for other places, which will be populated more as and when the need to do so arises — not unlike how Waze was built in its early days, well before getting acquired by Google.
In 19 of the 31 meta-analyses the relative relative risk estimate was >1 (suggesting a stronger effect in datasets from observational studies than in those from randomised controlled trials, design difference >0).
We believe that this discrepancy is more likely due to different datasets than to different classification methods because when a classification method similar to that used in ref. [ 17] was applied to the current dataset, a stronger phase-0 bias in lineage-specific introns was obtained [ 18].
When comparing two datasets of predicted transfers that differ in their expected false-positive rate, we find that the more stringent dataset shows a stronger enrichment of clustered pairs.
A relative relative risk >1 means that datasets from observational studies show a stronger effect for the biomarker than datasets from randomised controlled trials.
This is considered as a stronger validation procedure than splitting a dataset into two random parts to obtain one derivation and one validation dataset, or performing a cross-validation procedure.
