topic Re: calculating mean(summary statistics) of different tranches in SAS Programming

calculating mean(summary statistics) of different tranches

Amalik — Fri, 23 Feb 2018 01:11:01 GMT

Hi,

I have a large dataset and I want to get the mean of one of the variables when the values of the other variable are in between a particular range.For example,

I want to know the mean AR when 0<TE<0.1 , 0.1<TE<0.2, and so on uptil the 5.90<te<6.0

However, I am not sure how to go about it.

Would appreciate your suggestions.

Re: calculating mean(summary statistics) of different tranches

Miracle — Fri, 23 Feb 2018 01:32:59 GMT

Hi Amalik, you can first create a new variable in the data step using if-else statements to group the TE values into categories. Then, you use the new TE grouping variable to get the mean of AR in proc means. Alternatively, you may create a format for TE variable using proc format and associate the format to the TE variable to get the AR mean by TE groups. HTH.

Re: calculating mean(summary statistics) of different tranches

Astounding — Fri, 23 Feb 2018 02:06:17 GMT

Here's an easy way to create the groupings:

data want;

set have;

te_group = ceil(10*te);

run;

As long as TE behaves, you will get TE_GROUP with integer values from 1 through 60. Then compute the mean for each group:

proc means data=want;

class te_group;

var somevar;

run;

Re: calculating mean(summary statistics) of different tranches

PGStats — Fri, 23 Feb 2018 03:38:36 GMT

Or you could do this with a single query:

proc sql;
create table want as
select 
    0.1 * ceil(TE*10) as TEgroup,
    mean(AR) as meanAR
from have
group by calculated TEgroup;
quit;

Re: calculating mean(summary statistics) of different tranches

Amalik — Fri, 23 Feb 2018 21:55:16 GMT

Thank you PG, it worked just the way I wanted.

Cheers,

Re: calculating mean(summary statistics) of different tranches

Amalik — Fri, 23 Feb 2018 21:56:12 GMT

Thank you all for the suggestions, were really helpful.