From: | "David G(dot) Johnston" <david(dot)g(dot)johnston(at)gmail(dot)com> |
---|---|
To: | Martin Mueller <martinmueller(at)northwestern(dot)edu> |
Cc: | "pgsql-general(at)lists(dot)postgresql(dot)org" <pgsql-general(at)lists(dot)postgresql(dot)org>, "pgsql-hackers(at)postgresql(dot)org" <pgsql-hackers(at)postgresql(dot)org> |
Subject: | Re: computing z-scores |
Date: | 2018-05-24 15:32:37 |
Message-ID: | CAKFQuwYFeL_KBYMmBpk=vJ0A0GkS6YWpwGbAHu8=V=70Lu8q-A@mail.gmail.com |
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Lists: | pgsql-general pgsql-hackers |
On Thursday, May 24, 2018, David G. Johnston <david(dot)g(dot)johnston(at)gmail(dot)com>
wrote:
> On Thu, May 24, 2018 at 8:15 AM, Martin Mueller <
> martinmueller(at)northwestern(dot)edu> wrote:
>
>> You construct a z-score for a set of values by subtracting the average
>> from the value and dividing the result by the standard deviation. I know
>> how to do this in a two-step procedure. First, I compute the average and
>> standard deviation. In a second run I use the formula and apply it to each
>> value.
>>
>> Is there a way of doing this in a single-step procedure or can you chain
>> the two parts together in one query? This goes beyond my SQL competence.
>>
>
> Window functions provide the easiest means to apply aggregated values to
> individual rows.
>
> SELECT v, (v - (AVG(v) OVER ()) / (stddev(v) OVER ())) AS z_v
> FROM (
> VALUES (1),(2),(3)
> ) vals (v);
>
> //-1, 0, 1
>
> https://www.postgresql.org/docs/10/static/tutorial-window.html
>
> David J.
>
I think I have misplaced a parenthesis though...order of operations needs
one added around the subtraction.
Note, this is not the correct list for questions like this. The -general
list is the one you want to be using.
David J.
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