help > RE: CONN denoising & Eklund clusterwise inflation
Jan 15, 2018  07:01 PM | Stephen L. - Coma Science Group, GIGA-Consciousness, Hospital & University of Liege
RE: CONN denoising & Eklund clusterwise inflation
Addendum: in Eklund's paper's supplementary PDF, the following can be found:

«Supplementary Figure 14 shows that the SACFs are far from a squared exponential. The empirical SACFs are close to a squared
exponential for small distances, but the autocorrelation is higher than expected for large distances. This could be the reason
why the parametric methods work rather well for a high cluster defining threshold (p = 0.001), and not at all for a low threshold
(p = 0.01). A low threshold gives large clusters with a large radius, for which the tail of the SACF is quite important. For a high
threshold, resulting in rather small clusters with a small radius, the tail is not as important.»

This seems to go along the same lines as what we discussed before, so I would say it's likely that CONN's denoising reduces the extent of this issue :-)

Threaded View

TitleAuthorDate
Stephen L. Nov 23, 2017
RE: CONN denoising & Eklund clusterwise inflation
Stephen L. Jan 15, 2018
Alfonso Nieto-Castanon Nov 24, 2017
Stephen L. Nov 27, 2017
Stephen L. Jul 2, 2019