Deepanshu Bhalla 9 Comments

This tutorial explains how to use the COALESCE function in SAS, along with examples.

Introduction : COALESCE Function

The COALESCE function is used to select the first non-missing value in a list of numeric variables. In other words, it returns the first non-blank value of each row.

Let's create a sample dataset in SAS to understand COALESCE function.

Sample Data
data temp;
input ID x1-x4;
1 . 89 85 .
2 79 . 74 .
3 80 82 86 85
data want;
set temp;
first_non_miss = coalesce(of x1-x4);

If you look at the output shown in the image below, you would find COALESCE returns 89 in first observation which is the first non-missing value among x1= . , x2=89 , x3=85, x4 = .


We can also use COALESCE function in PROC SQL.

proc sql;
select *, coalesce(x1,x2,x3,x4) as first_non_miss
from temp;
Last Non-Missing Value

Suppose you need to calculate last non-missing value instead of first non-missing value. Unfortunately, there is no such function which returns last non-missing value. To accomplish this task, we can reverse a list of variables and ask SAS to calculate first non-missing value. It would be equivalent to last non-missing value. Indirectly, we are asking SAS to read variables from right to left rather than left to right.

data want;
set temp;
last_non_miss = coalesce(of x4-x1);

Note : coalesce(of x4-x1) is equivalent to coalesce(x4, x3, x2, x1).

SAS : Last Non-Missing Value

In this case, COALESCE returns 85 as it is a first non-missing value (read from right to left) among x4= . , x3= 85, x2=89, x1= . .


The COALESCEC function is used to extract the first non-missing value from character variables. Whereas, the COALESCE is used for numeric variables.

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About Author:
Deepanshu Bhalla

Deepanshu founded ListenData with a simple objective - Make analytics easy to understand and follow. He has over 10 years of experience in data science. During his tenure, he worked with global clients in various domains like Banking, Insurance, Private Equity, Telecom and HR.

Post Comment 9 Responses to "SAS : COALESCE Function"
  1. can you include more helpful examples

  2. Replies
    1. I have added more description to this article. Hope it helps!

  3. Please add a bit more.It would be great.

  4. Loved the course so far. Everything is explained in a very simple & detailed way making it easier to understand. One thing I would like to add here is that coalesce can be used to replace missing values with some specific value as well.

  5. COALESCE for numeric variables and COALESCEC is for character variables.

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