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The common understanding of data and its containing information is realized by implicit assumptions on data semantics.
Comparison of the results with standard SPI show important differences particularly when SPI assumptions on data distribution are violated.
This method does not require any assumptions on data distribution and corresponds to a resampling procedure with replacement.
Randomisation methods do not require any assumptions on data distribution but generate empirical distributions from the observed sample.
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Both statistical tests are free from any assumption on data distribution, yet their sensitivity and specificity vary.
Projections about food's effectiveness and expected costs can be modelled using realistic and explicit assumptions based on data from clinical studies.
2) The fact that they make no prior assumptions on the data but learn the classification rule from the data itself.
The deterministic analyses can be performed by using conservative assumptions on input data.
The existence and uniqueness of a solution in suitable function spaces is established under minimal regularity assumptions on the data.
Hydrological frequency analysis (HFA) relies on a number of assumptions on the data series, especially independence, homogeneity and stationarity.
Under some realistic assumptions on the data, we obtain a nonlinear homogenized problem with effective coefficients which are computed via a cell problem.
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