Sentence examples for assumptions of data from inspiring English sources

EMD is empirical and adaptive and does not require any predetermined assumptions of data.

To ensure robustness, we used the KW rank procedure, which does not require assumptions of data distribution.

Methods that depend on arithmetic means and standard deviations (with their assumptions of data normality) to define alerts may require data transformation.

As always with trial design, the key assumptions of data structure and relevant parameters critically affect the required sample size, and some kind of informal sensitivity analysis should always done.

This is because a stronger unsupervised feature selection technique is needed to ignore the independent and identically distributed assumption of data.

Augmented Dickey-fuller test considering H0: series x t is I (1) against I (0) by assumption of data have dynamic structure.

The water table depth was chosen as the interpolated data instead of the height (elevation) of the groundwater table to assure the assumption of data stationarity when using the kriging technique (Desbarats et al. 2002).

However, due to unsupervised nature of clustering algorithms, optimality of kernel parameters does not appear so easily; with the manifold assumption of data, the spectral algorithms could therefore be applied in order for the non-linear pattern clustering.

However, the assumption of data being missing at random is inherently untestable.

MDC computation relies on the assumption of data being drawn from a normally distributed population.

The normality assumption of data was verified with the Shapiro Wilks test.