View source: R/estimate_template.R
estimate_template_from_DR | R Documentation |
Estimate variance decomposition and templates from DR estimates.
estimate_template_from_DR(DR, LV = NULL)
DR |
the test/retest dual regression estimates, as an array with dimensions M \times N \times (L \times V), where M is the number of visits (2), N is the number of subjects, L is the number of IC networks, and V is the number of data locations. (L and V are collapsed because they are treated equivalently in the context of calculating the variance decomposition and templates). |
LV |
A length-two integer vector giving the dimensions L and
V to reshape the result. Default: |
List of two elements: the templates and the variance decomposition.
There are two version of the variance template: varUB
gives the
unbiased variance estimate, and varNN
gives the upwardly-biased
non-negative variance estimate. Values in varUB
will need to be
clamped above zero before using in templateICA
.
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