topic Re: Looking at previous observations in SAS Programming

Looking at previous observations

LaiQ — Thu, 12 May 2016 02:42:49 GMT

Hi all,

I'm trying to do the following but I'm not sure how to look at the previous observations.

My data:

Month ID Indicator

Jan A Y

Feb A N

Mar A Y

Apr A Y

May A Y

June A N

What I am trying to do is that, if there are 3 consecutive Y indicators in consecutive months for the same ID, then in that month, it will be a BAD. I have already sorted by ID (there will be other IDs in the same months as well), but cannot think of ways to use first. and last. in this case.

My output will be:

Month ID Indicator Quality

Jan A Y Good

Feb A N Good

Mar A Y Good

Apr A Y Good

May A Y BAD

June A N Good

Hope you guys will be able to guide me on how to do this.

Thank you!

Re: Looking at previous observations

Astounding — Thu, 12 May 2016 02:47:40 GMT

Here's a way:

data want;

set have;

by ID;

if first.ID then count=0;

if indicator='N' then count=0;

else count + 1;

if count < 3 quality='Good';

else quality='BAD';

drop count;

run;

Re: Looking at previous observations

Ksharp — Thu, 12 May 2016 03:21:59 GMT

Assuming there are not gap(missing month) in MONTH variable.

CODE NOT TESTED.

data want;

set have;

Quality='GOOD';

if id=lag(id) and id=lag2(id) and

Indicator ='Y' and lag(Indicator )='Y' and lag2(Indicator )='Y' then Quality='BAD';

run;

Re: Looking at previous observations

LaiQ — Thu, 12 May 2016 09:54:45 GMT

Thank you! Really appreciate it! 😄

Re: Looking at previous observations

LaiQ — Thu, 12 May 2016 09:57:14 GMT

Will try it, thank you too!

Re: Looking at previous observations

BPD — Thu, 12 May 2016 14:25:34 GMT

Here's an easy way to read behind:

data samp_rd;
set samp nobs=nobs;
IF _N_ >= 2 then set samp(keep = indicator rename=(indicator=ind2));
IF _N_ >= 3 then Set samp (keep = indicator rename=(indicator=ind3));
put _all_;
run;

It reads and renames the variable you're interested in first when you get to your second obs and then when you get to your 3rd obs.

When indicator = ind2 = ind3 = 'Y' , you've found the condition you're looking for.

Regards,