In the scheme developed in this paper a relatively small number of hypotheses is used, which results in faster isolation and highly distinguishable fault signatures.
In this setting, we might specify quite a small number of possible hypotheses a priori, and rather than choose the number of variables in our selected hypothesis we might simply choose the first variable or hypothesis selected by the LARS algorithm, to confirm our causal assumptions.
Any number of models with different landscape resistances can be tested, but we restricted their number to a small number of competing hypotheses that integrated results from MRM.
XSum has a promising early retrieval performance when FPR = 0.01, which is most relevant for CMAP-based drug repositioning, as we normally can only afford to experimentally investigate a small number of top hypotheses.
Early retrieval performance was measured using the partial area under the receiver operator characteristic (ROC) curve (AUC0.1) at false positive rate 0.1 (FPR = 0.1), which is important from a drug repositioning perspective as it is only practical to investigate a small number of top hypotheses.
We automatically generate a small number of most likely hypotheses and provide probabilities for each of them.
Was gender included as a stratification factor at randomisation? Was gender one of a small number of planned subgroup hypotheses tested (≤5)?
We avoided combining all studies and instead tried to explore sources of heterogeneity using subgroup and metaregression analyses driven by a small number of a priori hypotheses.
Also, validation experiments in non-human primates are extremely difficult, which makes it critical that only a small number of high-confidence hypotheses are tested.
Owing to this incongruence and the small number of makers supporting each hypothesis, none of these hypotheses gained statistically significant support using the likelihood test.
A small number of scholars reject the hypothesis, attributing similarities rather to borrowings and areal convergence.
