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¥ Can have activations with multiple phases that are not always in the same time relationship to each other; e.g.:
a) subject gets cue #1
b) variable waiting time (ÒholdÓ)
c) subject gets cue #2, emits response
å which depends on both cue #1 and #2
H Cannot treat this as one event with one HRF, since the different waiting times will result in different overlaps in separate responses from cue #1 and cue #2
H Solution is multiple HRFs: separate HRF (fixed shape or deconvolution) for cue #1 times and for cue #2 times
o Must have significant variability in inter-cue waiting times, or will get a nearly-collinear model
åimpossible to tell tail end of HRF #1 from the start of HRF #2, if always locked together in same temporal relationship
o How much variability is ÒsignificantÓ?  Good question.
Advanced Topics in Regression
timing of events
is known