Sentence examples for inference studies from inspiring English sources
Thus, by leveraging this technology, scientists could obtain sufficient information in order to conduct reliable causal inference studies.
More specifically, we demonstrate the potential of automatically processing human generated observational digital data in order to conduct causal inference studies based on quasi-experimental techniques.
To provide reliable inference, studies should (1) employ rigorous sampling designs (e.g., with temporal and spatial replication) and analytical techniques that permit estimation of detection probability; (2) occur at spatial and temporal scales appropriate to the questions being posed; and (3) be designed to estimate population responses to potential impacts.
Such methods, which include mean imputation and major allele imputation, should therefore be avoided in inference studies.
Previous network inference studies have successfully shown the ability of linear approaches to result in network models of high biological relevance [ 4, 26- 29].
The prokaryote Escherichia coli is best suited as a model organism for genome-wide network inference studies due to the available and well-documented molecular biological knowledge and the remarkable amount of published genome-wide data.
Finally, any causal inference study based on observational data could be biased in case of missing confounding variables.
We conduct a causal inference study for each one of the four examined treatments that were discussed above.
To search for the maximum-likelihood point over the parameter space, we applied the ECM (Expectation/Conditional Maximization) method (Meng and Rubin 1993), which was previously used in the demographic inference study by Excoffier et al. (2013).
All of us engage in and make use of valid reasoning, but the reasoning we actually perform differs in various ways from the inferences studied by most (formal) logicians.
Even though it is difficult to draw direct inference from studies in adults, our findings fit with cross-sectional studies in these age groups [ 7, 10, 13].
