Description Usage Arguments Details Value Author(s) References See Also
hc-test
computes p-values under the global null hypothesis using Higher Criticism.
1 |
p |
numeric vector or matrix of input p-values. In the case of a matrix, rows correspond to individual hypotheses. |
tuning |
character string specifying the tuning parameter (see 'Details'). Possible values are |
N.sim |
numeric indicating the number of simulations that should be performed under H0. |
After sorting p-values in ascending order the Higher Criticism statistic is computed depending on the tuning parameter defined by tuning
:
only the most extreme half of p-values are used.
similar to 'half'
but also excluding the most extreme p-value.
all p-values are used.
A numeric vector of p-values under the global null hypothesis, with length of 1 if p
is a vector or length equal ncol(p)
if p
is a matrix.
Thomas Taus and Andreas Futschik
Tukey J.W.: T13: N the higher criticism. Course nodes, Statistics 411, Princeton University 1976.
Donoho D. and Jin J.: Higher criticism for detecting sparse heterogeneous mixtures, Ann. Stat. 2004, 32:962-994.
Donoh D. and Jin J.: Higher criticism for large-scale inference: especially for rare and weak effects, Stat. Sci. 2015, 30:1-25.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.