Help me with summary on combination of variables' value

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Super Contributor
Posts: 412

Help me with summary on combination of variables' value

Hi Everyone,

I have a dataset that have a Target Variable and a number of independent variables, say a1 a2 … a6 as below.

I want to create a summary file of the target value for each combination of independent variable and their value.

Basically the summary will answer the question:

If a1=5 and a2=9,       how many observations have target=0 and how many have target=1.

If a1=4 and a2=1,       how many observations have target=0 and how many have target=1.

If a1=5 and a3=1,       how many observations have target=0 and how many have target=1.

…..

I really appreciate it if you could help me with this problem.

Thank you,

HHC

data have;

  input target a1 a2 a3 a4 a5 a6;

  datalines;

0 5 9 1 0 8 1

1 4 0 1 1 5 0

1 8 1 2 3 1 1

1 3 3 0 2 0 6

0 4 1 1 7 0 0

0 3 3 0 9 0 3

1 2 1 1 2 1 2

0 1 2 0 3 0 4

;run;

Super Contributor
Posts: 644

Re: Help me with summary on combination of variables' value

data want ;

     set have ;

          target1 = (a1=5) * (a2=9) ;

etc ;

run ;

Richard

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