Result of running the script testcondense.m on a test signal
consisting of a 5000-point signal with two noisy overlapping 
Lorentzian peaks at x=45 and 60, both with height=1 and 
width=10, using a condense factor of 25.

Original Signal-To-Noise Ratio = 11.0727
Condensed Signal-To-Noise Ratio = 55.8453
 
2-peak Lorentzian model fit to ORIGINAL signal
         Peak#      Position     Height       Width         Area
    1.0000   44.9091    0.9945   10.4296   13.8504
    2.0000   59.9843    0.9944   10.6936   14.0424
    % fitting error    R2 
    7.1978    0.9253
Elapsed time is 2.163923 seconds.
 
2-peak Lorentzian model fit to CONDENSED signal
         Peak#      Position     Height       Width         Area
    1.0000   44.9085    0.9936   10.4256   13.8280
    2.0000   59.9859    0.9916   10.7089   14.0297
    % fitting error    R2 
    1.9735    0.9962
Elapsed time is 0.307426 seconds.
Compare these results to the true peak parameters specified in line 10