Hi, I will need to calculate the (absolute) mean change in scores between years for the following example. There are some firm that may only have scores for certain years. This is really tricky, hope i can render some help here.
Year | Firm | Scores |
2005 | A | 5 |
2005 | B | 8 |
2006 | A | 7 |
2006 | C | 4 |
2007 | A | 8 |
2007 | B | 10 |
2007 | D | 8 |
2007 | E | 3 |
What is your expected output?
I have the time right now so I'm taking a guess at what you are looking for. An example of what you are looking for would be helpful. Try this:
data have;
infile cards;
input Year Firm $ Scores;
cards;
2005 A 5
2005 B 8
2006 A 7
2006 C 4
2007 A 8
2007 B 10
2007 D 8
2007 E 3
;
run;
proc sql;
create table prep as
select distinct year, sum(scores) as sum_scores
from have
group by year
order by year;
data start(drop=l_sum_scores);
set prep;
by year;
l_sum_scores = lag(sum_scores);
diff_scores = abs(l_sum_scores - sum_scores);
run;
proc sql;
create table want as
select *,mean(diff_scores) as mean_scores
from start;
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