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Hourly data in 2015 are used for test of final forecasting performance.

For test of samples are used templates with sizes: 5 × 5 × 5 and 16 × 4 × 4 cm3 and drop meshes of sieve size 10 200.

Due to the complicated and dynamic structure of financial time series data, ADF and Phillip Perrons tests are best suited for test of unit roots.

For test of the stability we used the test-retest method and a weighted Cohen's kappa analysis for ordinal data [22] together with the percentage agreement method [18], a nonparametric statistical test for ordinal data.

Blood samples were collected for test of HIV serology.

The Pearson correlation coefficients for test of linear relationship between log values, lying between 0.23 and 0.33, are similar but not large and all corresponding Spearman rank correlation coefficients are very close in value.

P=0.02 for test of similar distributions.

P-value for test of trend.

p-value<0.0001 for test of equality of the AUCs.

P for test of proportionality assumption was <0.05.

For test of proportions, the 2-proportions test was used.

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