The main challenge is to develop models that are capable of handling multiple hypotheses to reduce the uncertainties thereby ensuring optimal solutions.
The study design also demonstrates the use of verifiable and replicable randomization, and of sequentially partitioned hypotheses to reduce the Type I error rate in multiple hypothesis tests.
Finally, the study design also demonstrates the use of verifiable and replicable randomization, and of sequentially partitioned hypotheses to reduce the Type I error rate in multiple hypothesis tests.
Significance was accepted as p<0.05, incorporating the Benjami-Hochberg correction for the testing of multiple hypotheses, to reduce the possibility of making a type I error in the interpretation of results.
Significance was accepted as p < 0.05 incorporating the Benjami-Hochberg FDR correction [ 23, 24] for the testing of multiple hypotheses, to reduce the possibility of making a type II error in the interpretation of results.
Furthermore, whereas scientists may be concerned with the compilation and analysis of data and the testing of hypotheses to reduce uncertainty about effects, practitioners are also concerned about community perceptions of risk and the political acceptability of alternative management measures.
The hypothesis is to reduce the barrier to entry and feel like the process can be part-completed".
The hypothesis was to reduce the incus displacement to avoid damage of the incudomalleolar joint.
These strict selection criteria for gene signature candidates, based on prior hypothesis, helped to reduce the risk of over-fitting during Cox regression analysis.
A human expert should be able to quickly assess the hypotheses, so limiting the size of hypotheses helps to reduce the search space and improve the quality of the results.
