Re: multivariate statistics (v25)

Thanks Tomas and David for hacking on this patch.

On 04.04.2017 20:19, Tomas Vondra wrote:
> I'm not sure we still need the min_group_size, when evaluating
> dependencies. It was meant to deal with 'noisy' data, but I think it
> after switching to the 'degree' it might actually be a bad idea.
>
> Consider this:
>
> create table t (a int, b int);
> insert into t select 1, 1 from generate_series(1, 10000) s(i);
> insert into t select i, i from generate_series(2, 20000) s(i);
> create statistics s with (dependencies) on (a,b) from t;
> analyze t;
>
> select stadependencies from pg_statistic_ext ;
> stadependencies
> --------------------------------------------
> [{1 => 2 : 0.333344}, {2 => 1 : 0.333344}]
> (1 row)
>
> So the degree of the dependency is just ~0.333 although it's obviously
> a perfect dependency, i.e. a knowledge of 'a' determines 'b'. The
> reason is that we discard 2/3 of rows, because those groups are only a
> single row each, except for the one large group (1/3 of rows).

Just for me to follow the comments better. Is "dependency" roughly the
same as when statisticians speak about " conditional probability"?

Sven