Sentence examples for on data reproducibility from inspiring English sources
Current limitations impeding on data reproducibility are often poor statistical design, underpowered studies, lack of robust data, lack of methodological detail, biased reporting and lack of open data sharing, coupled with wrong research incentives.
The results on data reproducibility are reported.
The impact of freezing blood collected in PAXGene tubes on data reproducibility was also examined.
Importantly, the impact of probe-specific reliability on data reproducibility, which directly influences experimental design, data analysis and interpretation, remains largely unexplored.
How could we accelerate mass spectral proteomics to become a clinical routine in complex disease diagnosis while the studies on data reproducibility enhancement are still underway?
A survey on data reproducibility in cancer studies reported that some pre-clinical investigators knowingly use unreliable data resulting in flawed research, which they then pressure support staff to publish [ 4].
Furthermore, we show that resequenced lanes from the same library correlate very well, and that additional lanes of data have a small impact on saturation (data reproducibility) and a large impact on 5X CpG coverage (confidence in methylation calls at a given locus).
The X Y correlation plot in Figure 3a illustrates the effect of within-plate effects on the data reproducibility for two replicate VCaP cell line screens leading to low rccc of 0.82 (confidence interval: 0.80, 0.83).
While the outliers searching method is based on criteria that take into account the intensity-dependent effect on the ratio values and data reproducibility, the clustering analysis allows for the visualization of the expression pattern along the entire time course.
They allow data reproducibility and workflows sharing.
The Integrated Analysis of Longitudinal Studies of Aging collaboration focuses on data harmonization and reproducibility of research from international longitudinal studies focused on aging and health-related change in cognition, health, and well-being [ 70].
