Last night, it was so Shane could step up and pull a Yang -- do a risky procedure in the ER.
Of these procedures, the p-value consistent step-up procedure is found to be superior in terms of its power and p-value consistent property.
Dunnett and Tamhane [Dunnett, C.W., Tamhane, A.C., 1992. A step-up multiple test procedure. J. Amer. Statist. Assoc. 87, 162 170.] proposed a step-up procedure for comparing k treatments with a control and showed that the step-up procedure is more powerful than its counterpart single step and step-down procedures.
However, the applications of the step-up procedure may be hindered by the lengthy time for computing the required critical values, especially when the design of experiment is unbalanced or the value of k is large.
Using this water and liquids of ever greater viscosity, INRiM derives by a step-up procedure the constants for its master "glass capillary" Ubbelohde viscometers, and these are used in their turn to determine the viscosity of undetermined liquids and reference materials in the kinematic viscosities range from about 0.4 mm2/s to above 700,000 mm2/s with temperatures from 10 °C to 150 °C.
P-values were adjusted for multiple testing using the Benjamini-Hochberg linear step-up procedure [25].
Afterward, the Benjamini-Hochberg (BH) derived step-up procedure of FDR was applied to account for multiple hypothesis testing.
Thus we also applied the Benjamini-Hochberg (BH) step-up procedure [17], [18] to correct for multiple hypotheses testing.
We carried out similar enrichment analyses through the hypergeometric distribution and followed by BH step-up procedure for q values, as described above.
We computed a linear contrast score for each probe and used the limma (2004) R package [53] to derive an empirical Bayes adjustment to our single-probe variance estimates and the Benjamini-Hochberg linear step-up procedure to hold the False Discovery Rate (1995) [54] at 0.05.
The step-up procedure was used for this analysis.
