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Popular algorithms such as statistical t-test rank genes based on a single statistics.
These methods are characterized by a single statistics score used to rank genes from significantly differentially expressed genes to no- change ones.
Multiple phenotypes and/or multiple statistics: the current version of MAVEN is not restricted to a single phenotype or a single statistics.
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We show that in the simulation, our new method outperforms all single statistics in most of scenarios and also has higher power than the two alternative combining strategies in most cases.
When examined with simulated data, DCMS consistently has a higher power than most of the single statistics and shows a reliable positional resolution.
Near misses are constant, and though we never saw a single accident, statistics demonstrate that there are more traffic fatalities in India than in the U.S. and China.
The combine_rs.m program generates a single test statistics for all candidate pathways.
The Moran's I correlation coefficient is said to be a global measure of spatial dependence, because it uses a single summary statistics to describe the overall spatial autocorrelation in the neighborhood.
Issues of scale, and the tension between multiple indicators and single statistics, suggest the need for a variety of alternative approaches.
The UN, which has long produced estimates of global hunger, has reworked its figures and is backing away from single statistics.
The combined approach can improve the forecasting accuracy by 5 10 % compared to single statistics [15].
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