Composite Analysis
q Compositing analysis (also called superposed epoch analysis) is to sort
time series into different categories (or phases) and to compare means
in these categories.
q For example, how do Pacific SST evolve before, during, and after an
El Nino event? In this case, there are three categories (before, during,
and after) in the composite analysis.
q Compositing is useful when you have many observations of some
event and you are looking for responses to that event that are combined
with noise from a lot of other influences.
q The basic idea of the compositing analysis is that the averaging process
will remove noise and keep the signals of interest.
q Often compositing will reveal periodic phenomena with fixed phase
that cannot be extracted from spectral analysis if the signal is small
compared to the noise.