[R] rank reduction method in time series analysis?

[Michael]

Hi all,

Suppose I have 100 simultaneous time series, what's the best
statistical procedure to figure out a transformation of the data, and
see if we could squeeze most of the information into a few transformed
time series?

Thanks!