qThis theory is important for power spectrum analysis and for time filtering to be discussed
 later.
 qThe theory states that the square of the time series integrated over
 time is equal to the square (inner product) of the Fourier transform integrated over frequency:
 q
 q
 q
 qHere F1(w)/F2(w) is the Fourier transform of f1(t)/f2(t).