Deleting obsolete values

This may look familiar to you - it was on the list last month. 
Consider the following table 
create table partitur(userid text, val integer, ts timestamp DEFAULT NOW() );
Do some inserts 
insert into partitur values('Bart', 1440);
insert into partitur values('Lisa', 1024);
insert into partitur values('Bart', 7616);
insert into partitur values('Lisa', 3760);
insert into partitur values('Bart', 3760);
insert into partitur values('Lisa', 7616);
To retrieve the latest values (meaning the last ones inserted) 
Tom Lane wrote 
>This is what SELECT DISTINCT ON was invented for.  I don't know any
>comparably easy way to do it in standard SQL, but with DISTINCT ON
>it's not hard:
>SELECT DISTINCT ON (userid) userid, val, ts FROM partitur
>ORDER BY userid, ts DESC;

My question now is 
Is there a way to delete all rows the select statement did not 
bring up? 
After that *unknown* delete statement 
select userid, val, ts from partitur ;
should show exactly the same as the SELECT DISTINCT ON (userid) ... 
did before. 

Regards, Christoph