Besides checking (as other threads have pointed out) CPAN search (http://search.cpan.org), with keywords like 'statistics, deviation etc', another idea springs to mind as you mention that your arrays are huge.
If you build your array piecewise (one element at a time o in chunks) you could calculate at the same time the statistiscal quantities your are interested in.
Each time you update the array you calculate the new quantities based on
previous ones. For example:
assert( $N > 0, $N_chunk > 0) # etc
$av_new = 1/($N+$N_chunk) * ($av_old * $N + $av_chunk * $N_chunk)
A simple "statistical array" class could be set up to package the prevous thing. Adding up two arrays would "add up" statistical properties.
Instead of splicing a subarray to a main one, you could also allow treat your global array as a list of references, this way you would not spend too much time doing copies.
By the way higher moment formulas follow simple recurrences, use "google" and wikipedia.
hth
--stephan
Posts are HTML formatted. Put <p> </p> tags around your paragraphs. Put <code> </code> tags around your code and data!
Read Where should I post X? if you're not absolutely sure you're posting in the right place.
Please read these before you post! —
Posts may use any of the Perl Monks Approved HTML tags:
- a, abbr, b, big, blockquote, br, caption, center, col, colgroup, dd, del, div, dl, dt, em, font, h1, h2, h3, h4, h5, h6, hr, i, ins, li, ol, p, pre, readmore, small, span, spoiler, strike, strong, sub, sup, table, tbody, td, tfoot, th, thead, tr, tt, u, ul, wbr
Outside of code tags, you may need to use entities for some characters:
| |
For: |
|
Use: |
| & | | & |
| < | | < |
| > | | > |
| [ | | [ |
| ] | | ] |
Link using PerlMonks shortcuts! What shortcuts can I use for linking?
See Writeup Formatting Tips and other pages linked from there for more info.
|
|