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t-tests are parametric tests, which assume that the underlying distribution of the variable of interest is normally distributed.
The MBLRP model reproduces the underlying distribution of the rainfall generating process.
Moreover the shape of underlying distribution of the quality characteristic in each lot is likely to change in a short-run production process due to process adjustment actions and heterogeneity in raw materials.
The scope of the paper is to prove that a finite Weibull mixture, with positive component weights only, can be used as underlying distribution of the time to first failure (TTFF) of the GRP model, on condition that the unknown parameters can be estimated.
The expectation is taken with respect to, the underlying distribution of the data.
The objective is a two-sample test that has little or no dependence on the underlying distribution of the data.
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In estimating the lifetimes, the underlying distributions of the failure times were determined based on identification of the degradation mechanism.
Resampling strategies may better estimate the underlying distributions of the test statistics.
If the underlying distributions of the variable in the two groups differ only in location, i.e. in means and medians, the WMW test is a test for the hypothesis of equal medians.
Since the underlying distributions of the numbers of miRNA target site types and RR values were not normal, Spearman's rank correlation test was used to determine the relations between these two variables.
The results might look like that of Figure 2. Since we, in an actual study, obviously do not know the exact distributions from which the observed data originate, it is histograms such as these that give us a clue about the underlying distributions of the data.
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