topic Computation of the industry mean after excluding the firm-year (Revisit) in SAS Programming

Computation of the industry mean after excluding the firm-year (Revisit)

joon1 — Fri, 05 Jan 2018 00:50:37 GMT

Hi,

When I want to compute industry mean of other firms after excluding the firm-year, I find the following code (variable name: delta, the current dataset: c15, new dataset: ind1) from this community.

However, it is not run well. Further, I don't understand how this code computes the industry mean from the industry sum.

proc sql;

create table ind1 as

select *,(((select sum(delta) from c15 where cyear=a.cyear and sic=a.sic )-a.delta)/((select count(*) from c15 where cyear=a.cyear and sic=a.sic )-1)) as mean_delta

from c15 as a;

quit;

Thank you very much in advance for your advice

Re: Computation of the industry mean after excluding the firm-year (Revisit)

Reeza — Fri, 05 Jan 2018 01:39:47 GMT

You calculate the average by SUM(X's) / N(X's).

To calculate the Average, without Xi then you can do:

Sum(X's) - Xi / N - 1

select *,

(((select sum(delta) from c15 where cyear=a.cyear and sic=a.sic )-a.delta) <- Sum(X's) - Xi

((select count(*) from c15 where cyear=a.cyear and sic=a.sic )-1)) <- N - 1

as mean_delta

from c15 as a;

This could probably be simplified to, but I didn't test it.

select *, 
      ( sum(delta) - a.delta ) /  ( n(delta) - 1 ) as mean_minusFirmYear
from mean_delta
group by year, sic;
quit;

If this is beyond your current programming skills it may be worth breaking it out into several data steps or SQL steps if that would help.

Re: Computation of the industry mean after excluding the firm-year (Revisit)

Patrick — Fri, 05 Jan 2018 01:49:37 GMT

@joon1

If you want us to post tested code then please always provide representative sample data in the form of a tested SAS data step generating such data.

Re: Computation of the industry mean after excluding the firm-year (Revisit)

joon1 — Fri, 05 Jan 2018 03:47:34 GMT

Hi,

The following is the sample data.

data have;
input firmid cyear delta sic;

cards;

10884	1993	0.0168	100
11993	1993	0.01202	1000
4205	1993	0.03925	1040
5560	1993	0.01296	1040
5686	1993	0.05542	1040
7881	1993	0.02544	1040
11985	1993	0.01574	1040
3153	1993	0.01304	1044
10174	1993	0.00609	1044
1678	1993	0.03234	1311
6819	1993	0.05358	1311
7017	1993	0.02803	1311
7276	1993	0.00745	1311
7620	1993	0.03125	1311
7912	1993	0.02168	1311
8068	1993	0.02743	1311
8468	1993	0.02525	1311
8549	1993	0.05271	1311
8627	1993	0.03238	1311
8655	1993	0.02876	1311
9406	1993	0.03188	1311
11038	1993	0.03298	1311
11558	1993	0.0175	1311
11923	1993	0.08634	1311
14878	1993	0.03137	1311
14934	1993	0.14321	1311
15291	1993	0.08339	1311
23047	1993	0.44653	1311

I tried your suggested code, but it is hard to complete the programming. Also breaking down multiple data steps is not easy.

proc sql;

create table want as

select *,( sum(delta) - a.delta ) / ( n(delta) - 1 ) as indmean,

group by cyear sic,

from have as a;

quit;

Thank you very much in advance for your help

Re: Computation of the industry mean after excluding the firm-year (Revisit)

Patrick — Fri, 05 Jan 2018 04:21:41 GMT

@joon1

Using the code @Reeza posted with your sample data and things appear to work. Does that answer your question?

data c15;
  input firmid cyear delta sic;
  cards;
10884 1993 0.0168 100
11993 1993 0.01202 1000
4205 1993 0.03925 1040
5560 1993 0.01296 1040
5686 1993 0.05542 1040
7881 1993 0.02544 1040
11985 1993 0.01574 1040
3153 1993 0.01304 1044
10174 1993 0.00609 1044
1678 1993 0.03234 1311
6819 1993 0.05358 1311
7017 1993 0.02803 1311
7276 1993 0.00745 1311
7620 1993 0.03125 1311
7912 1993 0.02168 1311
8068 1993 0.02743 1311
8468 1993 0.02525 1311
8549 1993 0.05271 1311
8627 1993 0.03238 1311
8655 1993 0.02876 1311
9406 1993 0.03188 1311
11038 1993 0.03298 1311
11558 1993 0.0175 1311
11923 1993 0.08634 1311
14878 1993 0.03137 1311
14934 1993 0.14321 1311
15291 1993 0.08339 1311
23047 1993 0.44653 1311
;
run;

/* option 1 */
proc sql;
  create table want1 as
    select *, 
      ( sum(delta) - a.delta ) /  ( n(delta) - 1 ) as mean_minusFirmYear
    from c15 as a
      group by cyear, sic
        order by firmid, cyear, delta, sic
  ;
quit;

/* option 2 */
proc sql;
  create table want2 as
    select *,
    (((select sum(delta) from c15 where cyear=a.cyear and sic=a.sic )-a.delta)
      /
    ((select count(*) from c15 where cyear=a.cyear and sic=a.sic )-1))
      as mean_minusFirmYear
        from c15 as a
          order by firmid, cyear, delta, sic
  ;
quit;

/* test if want1 and want2 contain the same data */
proc compare data=want1 compare=want2;
run;

Re: Computation of the industry mean after excluding the firm-year (Revisit)

Reeza — Fri, 05 Jan 2018 04:43:48 GMT

I’m not sure what you mean by complete the program. That is all you need for the calculation.

If you’re not sure of the steps, do it manually first and keep track of how you’re calculating it.

1. Calculate SUM and N for each SIC, YEAR => Proc Means

2. Merge it in with main data, by SIC and YEAR => PROC SQL, Data step

3. Do calculation identified in first post, subtract observation value and divide by N- 1 => Proc sql or data step, can be done in same step as #2

SQL does it in one step but the basic approach is quite straightforward.

@joon1 wrote:

Hi,

The following is the sample data.

data have;
input firmid cyear delta sic;

cards;

10884 1993 0.0168 100

11993 1993 0.01202 1000

4205 1993 0.03925 1040

5560 1993 0.01296 1040

5686 1993 0.05542 1040

7881 1993 0.02544 1040

11985 1993 0.01574 1040

3153 1993 0.01304 1044

10174 1993 0.00609 1044

1678 1993 0.03234 1311

6819 1993 0.05358 1311

7017 1993 0.02803 1311

7276 1993 0.00745 1311

7620 1993 0.03125 1311

7912 1993 0.02168 1311

8068 1993 0.02743 1311

8468 1993 0.02525 1311

8549 1993 0.05271 1311

8627 1993 0.03238 1311

8655 1993 0.02876 1311

9406 1993 0.03188 1311

11038 1993 0.03298 1311

11558 1993 0.0175 1311

11923 1993 0.08634 1311

14878 1993 0.03137 1311

14934 1993 0.14321 1311

15291 1993 0.08339 1311

23047 1993 0.44653 1311

I tried your suggested code, but it is hard to complete the programming. Also breaking down multiple data steps is not easy.

proc sql;

create table want as

select *,( sum(delta) - a.delta ) / ( n(delta) - 1 ) as indmean,

group by cyear sic,

from have as a;

quit;

Thank you very much in advance for your help

Re: Computation of the industry mean after excluding the firm-year (Revisit)

joon1 — Fri, 05 Jan 2018 18:59:23 GMT

Thank you so much