How can we find percentile, skewness and kurtosis in MySQL? Is there any formula? I want to find the above three for a large number of data records.
Thank you, J
How can we find percentile, skewness and kurtosis in MySQL? Is there any formula? I want to find the above three for a large number of data records.
Thank you, J
I'd have to look up in the reference, but just in case you don't find the mathematical function you need, have a look at stored procedures. With this, you can define your own algorithms, if they're not present already.
Here's a nice tutorial, that you may want look into.
Jillika,
Here is a simple query for skewness and excess kurtosis for data in the [sales] table from Microsoft's "pubs" sample database:
select sum((qty-mean)*square(qty-mean)
/(N*sigma*square(sigma))) as skew,
sum(square(square(qty-mean))
/(N*square(square(sigma))))-3 as ExcessKurtosis
from pubs..sales,
(
select
avg(qty) as mean,
stdev(qty) as sigma,
count(qty) as N
from pubs..sales
) S
(This and some other statistics queries are posted here: http://users.drew.edu/skass/sql/, and a query for Spearman's rho is here: http://stevekass.com/2008/03/29/spearmans-rho-for-sql-server/).
Also look at what Dejan Sarka has written on the topic here.