I am using a wavelet transform and am testing the following approach to thresholding:
All coeffients (whatever their value) after the first N are set to 0
So if my timeseries window is 128 elements, I will zero all after the first 8 (N).
This seems to smooth nicely but is NOT proper Hard Thresholding.
Any thoughts on this?