Hi,

I think that given a _single_ vector w you cannot determine any distribution.

If instead you have multiple measurements for each component of the vector w (with i=1...N), then I think you can build a (N+1)-dimensional histogram (Histogram - Wikipedia, the free encyclopedia) i.e. a graph of frequency vs the variables and then try to fit it into an analytical PDF equation...

HTH,

Francesco